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ORCIDBibTeX records: Tim Rocktäschel
@article{DBLP:journals/corr/abs-2401-13460,
author = {Mikayel Samvelyan and
Davide Paglieri and
Minqi Jiang and
Jack Parker{-}Holder and
Tim Rockt{\"{a}}schel},
title = {Multi-Agent Diagnostics for Robustness via Illuminated Diversity},
journal = {CoRR},
volume = {abs/2401.13460},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.13460},
doi = {10.48550/ARXIV.2401.13460},
eprinttype = {arXiv},
eprint = {2401.13460},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-13460.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-06782,
author = {Akbir Khan and
John Hughes and
Dan Valentine and
Laura Ruis and
Kshitij Sachan and
Ansh Radhakrishnan and
Edward Grefenstette and
Samuel R. Bowman and
Tim Rockt{\"{a}}schel and
Ethan Perez},
title = {Debating with More Persuasive LLMs Leads to More Truthful Answers},
journal = {CoRR},
volume = {abs/2402.06782},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.06782},
doi = {10.48550/ARXIV.2402.06782},
eprinttype = {arXiv},
eprint = {2402.06782},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-06782.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-15391,
author = {Jake Bruce and
Michael Dennis and
Ashley Edwards and
Jack Parker{-}Holder and
Yuge Shi and
Edward Hughes and
Matthew Lai and
Aditi Mavalankar and
Richie Steigerwald and
Chris Apps and
Yusuf Aytar and
Sarah Bechtle and
Feryal M. P. Behbahani and
Stephanie Chan and
Nicolas Heess and
Lucy Gonzalez and
Simon Osindero and
Sherjil Ozair and
Scott E. Reed and
Jingwei Zhang and
Konrad Zolna and
Jeff Clune and
Nando de Freitas and
Satinder Singh and
Tim Rockt{\"{a}}schel},
title = {Genie: Generative Interactive Environments},
journal = {CoRR},
volume = {abs/2402.15391},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.15391},
doi = {10.48550/ARXIV.2402.15391},
eprinttype = {arXiv},
eprint = {2402.15391},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-15391.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-16822,
author = {Mikayel Samvelyan and
Sharath Chandra Raparthy and
Andrei Lupu and
Eric Hambro and
Aram H. Markosyan and
Manish Bhatt and
Yuning Mao and
Minqi Jiang and
Jack Parker{-}Holder and
Jakob N. Foerster and
Tim Rockt{\"{a}}schel and
Roberta Raileanu},
title = {Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts},
journal = {CoRR},
volume = {abs/2402.16822},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.16822},
doi = {10.48550/ARXIV.2402.16822},
eprinttype = {arXiv},
eprint = {2402.16822},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-16822.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/KirkZGR23,
author = {Robert Kirk and
Amy Zhang and
Edward Grefenstette and
Tim Rockt{\"{a}}schel},
title = {A Survey of Zero-shot Generalisation in Deep Reinforcement Learning},
journal = {J. Artif. Intell. Res.},
volume = {76},
pages = {201--264},
year = {2023},
url = {https://doi.org/10.1613/jair.1.14174},
doi = {10.1613/JAIR.1.14174},
timestamp = {Thu, 26 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/KirkZGR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/collas/MedirattaJP0VR23,
author = {Ishita Mediratta and
Minqi Jiang and
Jack Parker{-}Holder and
Michael Dennis and
Eugene Vinitsky and
Tim Rockt{\"{a}}schel},
editor = {Sarath Chandar and
Razvan Pascanu and
Hanie Sedghi and
Doina Precup},
title = {Stabilizing Unsupervised Environment Design with a Learned Adversary},
booktitle = {Conference on Lifelong Learning Agents, 22-25 August 2023, McGill
University, Montr{\'{e}}al, Qu{\'{e}}bec, Canada},
series = {Proceedings of Machine Learning Research},
volume = {232},
pages = {270--291},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v232/mediratta23a.html},
timestamp = {Tue, 20 Feb 2024 13:52:18 +0100},
biburl = {https://dblp.org/rec/conf/collas/MedirattaJP0VR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/JiangZJLRGT23,
author = {Zhengyao Jiang and
Tianjun Zhang and
Michael Janner and
Yueying Li and
Tim Rockt{\"{a}}schel and
Edward Grefenstette and
Yuandong Tian},
title = {Efficient Planning in a Compact Latent Action Space},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=cA77NrVEuqn},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/JiangZJLRGT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SamvelyanK0JPFR23,
author = {Mikayel Samvelyan and
Akbir Khan and
Michael Dennis and
Minqi Jiang and
Jack Parker{-}Holder and
Jakob Nicolaus Foerster and
Roberta Raileanu and
Tim Rockt{\"{a}}schel},
title = {{MAESTRO:} Open-Ended Environment Design for Multi-Agent Reinforcement
Learning},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=sKWlRDzPfd7},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/SamvelyanK0JPFR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BauerBBBBCCCDGG23,
author = {Jakob Bauer and
Kate Baumli and
Feryal M. P. Behbahani and
Avishkar Bhoopchand and
Nathalie Bradley{-}Schmieg and
Michael Chang and
Natalie Clay and
Adrian Collister and
Vibhavari Dasagi and
Lucy Gonzalez and
Karol Gregor and
Edward Hughes and
Sheleem Kashem and
Maria Loks{-}Thompson and
Hannah Openshaw and
Jack Parker{-}Holder and
Shreya Pathak and
Nicolas Perez Nieves and
Nemanja Rakicevic and
Tim Rockt{\"{a}}schel and
Yannick Schroecker and
Satinder Singh and
Jakub Sygnowski and
Karl Tuyls and
Sarah York and
Alexander Zacherl and
Lei M. Zhang},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Human-Timescale Adaptation in an Open-Ended Task Space},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {1887--1935},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/bauer23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/BauerBBBBCCCDGG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RuisKBHRG23,
author = {Laura Ruis and
Akbir Khan and
Stella Biderman and
Sara Hooker and
Tim Rockt{\"{a}}schel and
Edward Grefenstette},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {The Goldilocks of Pragmatic Understanding: Fine-Tuning Strategy Matters
for Implicature Resolution by LLMs},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/4241fec6e94221526b0a9b24828bb774-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/RuisKBHRG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-07608,
author = {Adaptive Agent Team and
Jakob Bauer and
Kate Baumli and
Satinder Baveja and
Feryal M. P. Behbahani and
Avishkar Bhoopchand and
Nathalie Bradley{-}Schmieg and
Michael Chang and
Natalie Clay and
Adrian Collister and
Vibhavari Dasagi and
Lucy Gonzalez and
Karol Gregor and
Edward Hughes and
Sheleem Kashem and
Maria Loks{-}Thompson and
Hannah Openshaw and
Jack Parker{-}Holder and
Shreya Pathak and
Nicolas Perez Nieves and
Nemanja Rakicevic and
Tim Rockt{\"{a}}schel and
Yannick Schroecker and
Jakub Sygnowski and
Karl Tuyls and
Sarah York and
Alexander Zacherl and
Lei Zhang},
title = {Human-Timescale Adaptation in an Open-Ended Task Space},
journal = {CoRR},
volume = {abs/2301.07608},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.07608},
doi = {10.48550/ARXIV.2301.07608},
eprinttype = {arXiv},
eprint = {2301.07608},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-07608.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-03376,
author = {Mikayel Samvelyan and
Akbir Khan and
Michael Dennis and
Minqi Jiang and
Jack Parker{-}Holder and
Jakob N. Foerster and
Roberta Raileanu and
Tim Rockt{\"{a}}schel},
title = {{MAESTRO:} Open-Ended Environment Design for Multi-Agent Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2303.03376},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.03376},
doi = {10.48550/ARXIV.2303.03376},
eprinttype = {arXiv},
eprint = {2303.03376},
timestamp = {Wed, 15 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-03376.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-10797,
author = {Ishita Mediratta and
Minqi Jiang and
Jack Parker{-}Holder and
Michael Dennis and
Eugene Vinitsky and
Tim Rockt{\"{a}}schel},
title = {Stabilizing Unsupervised Environment Design with a Learned Adversary},
journal = {CoRR},
volume = {abs/2308.10797},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.10797},
doi = {10.48550/ARXIV.2308.10797},
eprinttype = {arXiv},
eprint = {2308.10797},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-10797.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-16797,
author = {Chrisantha Fernando and
Dylan Banarse and
Henryk Michalewski and
Simon Osindero and
Tim Rockt{\"{a}}schel},
title = {Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution},
journal = {CoRR},
volume = {abs/2309.16797},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.16797},
doi = {10.48550/ARXIV.2309.16797},
eprinttype = {arXiv},
eprint = {2309.16797},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-16797.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-01829,
author = {Gar{\dh}ar Ingvarsson and
Mikayel Samvelyan and
Bryan Lim and
Manon Flageat and
Antoine Cully and
Tim Rockt{\"{a}}schel},
title = {Mix-ME: Quality-Diversity for Multi-Agent Learning},
journal = {CoRR},
volume = {abs/2311.01829},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.01829},
doi = {10.48550/ARXIV.2311.01829},
eprinttype = {arXiv},
eprint = {2311.01829},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-01829.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-10090,
author = {Alexander Rutherford and
Benjamin Ellis and
Matteo Gallici and
Jonathan Cook and
Andrei Lupu and
Gar{\dh}ar Ingvarsson and
Timon Willi and
Akbir Khan and
Christian Schr{\"{o}}der de Witt and
Alexandra Souly and
Saptarashmi Bandyopadhyay and
Mikayel Samvelyan and
Minqi Jiang and
Robert Tjarko Lange and
Shimon Whiteson and
Bruno Lacerda and
Nick Hawes and
Tim Rockt{\"{a}}schel and
Chris Lu and
Jakob Nicolaus Foerster},
title = {JaxMARL: Multi-Agent {RL} Environments in {JAX}},
journal = {CoRR},
volume = {abs/2311.10090},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.10090},
doi = {10.48550/ARXIV.2311.10090},
eprinttype = {arXiv},
eprint = {2311.10090},
timestamp = {Wed, 22 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-10090.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-12716,
author = {Minqi Jiang and
Michael Dennis and
Edward Grefenstette and
Tim Rockt{\"{a}}schel},
title = {minimax: Efficient Baselines for Autocurricula in {JAX}},
journal = {CoRR},
volume = {abs/2311.12716},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.12716},
doi = {10.48550/ARXIV.2311.12716},
eprinttype = {arXiv},
eprint = {2311.12716},
timestamp = {Wed, 29 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-12716.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-12786,
author = {Samyak Jain and
Robert Kirk and
Ekdeep Singh Lubana and
Robert P. Dick and
Hidenori Tanaka and
Edward Grefenstette and
Tim Rockt{\"{a}}schel and
David Scott Krueger},
title = {Mechanistically analyzing the effects of fine-tuning on procedurally
defined tasks},
journal = {CoRR},
volume = {abs/2311.12786},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.12786},
doi = {10.48550/ARXIV.2311.12786},
eprinttype = {arXiv},
eprint = {2311.12786},
timestamp = {Thu, 30 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-12786.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-02682,
author = {Zhengyao Jiang and
Yingchen Xu and
Nolan Wagener and
Yicheng Luo and
Michael Janner and
Edward Grefenstette and
Tim Rockt{\"{a}}schel and
Yuandong Tian},
title = {{H-GAP:} Humanoid Control with a Generalist Planner},
journal = {CoRR},
volume = {abs/2312.02682},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.02682},
doi = {10.48550/ARXIV.2312.02682},
eprinttype = {arXiv},
eprint = {2312.02682},
timestamp = {Wed, 13 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-02682.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-09187,
author = {Kate Baumli and
Satinder Baveja and
Feryal M. P. Behbahani and
Harris Chan and
Gheorghe Comanici and
Sebastian Flennerhag and
Maxime Gazeau and
Kristian Holsheimer and
Dan Horgan and
Michael Laskin and
Clare Lyle and
Hussain Masoom and
Kay McKinney and
Volodymyr Mnih and
Alexander Neitz and
Fabio Pardo and
Jack Parker{-}Holder and
John Quan and
Tim Rockt{\"{a}}schel and
Himanshu Sahni and
Tom Schaul and
Yannick Schroecker and
Stephen Spencer and
Richie Steigerwald and
Luyu Wang and
Lei Zhang},
title = {Vision-Language Models as a Source of Rewards},
journal = {CoRR},
volume = {abs/2312.09187},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.09187},
doi = {10.48550/ARXIV.2312.09187},
eprinttype = {arXiv},
eprint = {2312.09187},
timestamp = {Tue, 09 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-09187.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-12564,
author = {Alexandra Souly and
Timon Willi and
Akbir Khan and
Robert Kirk and
Chris Lu and
Edward Grefenstette and
Tim Rockt{\"{a}}schel},
title = {Leading the Pack: N-player Opponent Shaping},
journal = {CoRR},
volume = {abs/2312.12564},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.12564},
doi = {10.48550/ARXIV.2312.12564},
eprinttype = {arXiv},
eprint = {2312.12564},
timestamp = {Wed, 17 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-12564.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-12568,
author = {Akbir Khan and
Timon Willi and
Newton Kwan and
Andrea Tacchetti and
Chris Lu and
Edward Grefenstette and
Tim Rockt{\"{a}}schel and
Jakob N. Foerster},
title = {Scaling Opponent Shaping to High Dimensional Games},
journal = {CoRR},
volume = {abs/2312.12568},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.12568},
doi = {10.48550/ARXIV.2312.12568},
eprinttype = {arXiv},
eprint = {2312.12568},
timestamp = {Wed, 17 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-12568.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/collas/MatthewsSPGR22,
author = {Michael Matthews and
Mikayel Samvelyan and
Jack Parker{-}Holder and
Edward Grefenstette and
Tim Rockt{\"{a}}schel},
editor = {Sarath Chandar and
Razvan Pascanu and
Doina Precup},
title = {Hierarchical Kickstarting for Skill Transfer in Reinforcement Learning},
booktitle = {Conference on Lifelong Learning Agents, CoLLAs 2022, 22-24 August
2022, McGill University, Montr{\'{e}}al, Qu{\'{e}}bec, Canada},
series = {Proceedings of Machine Learning Research},
volume = {199},
pages = {856--874},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v199/matthews22a.html},
timestamp = {Fri, 17 Feb 2023 16:29:10 +0100},
biburl = {https://dblp.org/rec/conf/collas/MatthewsSPGR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Parker-HolderJ022,
author = {Jack Parker{-}Holder and
Minqi Jiang and
Michael Dennis and
Mikayel Samvelyan and
Jakob N. Foerster and
Edward Grefenstette and
Tim Rockt{\"{a}}schel},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Evolving Curricula with Regret-Based Environment Design},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {17473--17498},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/parker-holder22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/Parker-HolderJ022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0001JSR22,
author = {Christopher Bamford and
Minqi Jiang and
Mikayel Samvelyan and
Tim Rockt{\"{a}}schel},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {GriddlyJS: {A} Web {IDE} for Reinforcement Learning},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/611b896d447df43c898062358df4c114-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/0001JSR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HambroRRMRKM22,
author = {Eric Hambro and
Roberta Raileanu and
Danielle Rothermel and
Vegard Mella and
Tim Rockt{\"{a}}schel and
Heinrich K{\"{u}}ttler and
Naila Murray},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Dungeons and Data: {A} Large-Scale NetHack Dataset},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/9d9258fd703057246cb341e615426e2d-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HambroRRMRKM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HenaffRJR22,
author = {Mikael Henaff and
Roberta Raileanu and
Minqi Jiang and
Tim Rockt{\"{a}}schel},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Exploration via Elliptical Episodic Bonuses},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/f4f79698d48bdc1a6dec20583724182b-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HenaffRJR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Jiang0PLKGRF22,
author = {Minqi Jiang and
Michael Dennis and
Jack Parker{-}Holder and
Andrei Lupu and
Heinrich K{\"{u}}ttler and
Edward Grefenstette and
Tim Rockt{\"{a}}schel and
Jakob N. Foerster},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Grounding Aleatoric Uncertainty for Unsupervised Environment Design},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/d3e2d61af1e9612ddecd099144e50404-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Jiang0PLKGRF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MuZRJGRG22,
author = {Jesse Mu and
Victor Zhong and
Roberta Raileanu and
Minqi Jiang and
Noah D. Goodman and
Tim Rockt{\"{a}}schel and
Edward Grefenstette},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Improving Intrinsic Exploration with Language Abstractions},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/db8cf88ced2536017980998929ee0fdf-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MuZRJGRG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XuPPBR0RG22,
author = {Yingchen Xu and
Jack Parker{-}Holder and
Aldo Pacchiano and
Philip J. Ball and
Oleh Rybkin and
Stephen Roberts and
Tim Rockt{\"{a}}schel and
Edward Grefenstette},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Learning General World Models in a Handful of Reward-Free Deployments},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/ab6a2c6ee757afe43882121281f6065c-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/XuPPBR0RG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhongMZGR22,
author = {Victor Zhong and
Jesse Mu and
Luke Zettlemoyer and
Edward Grefenstette and
Tim Rockt{\"{a}}schel},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Improving Policy Learning via Language Dynamics Distillation},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/51053d7b8473df7d5a2165b2a8ee9629-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhongMZGR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-00104,
author = {Anuj Mahajan and
Mikayel Samvelyan and
Tarun Gupta and
Benjamin Ellis and
Mingfei Sun and
Tim Rockt{\"{a}}schel and
Shimon Whiteson},
title = {Generalization in Cooperative Multi-Agent Systems},
journal = {CoRR},
volume = {abs/2202.00104},
year = {2022},
url = {https://arxiv.org/abs/2202.00104},
eprinttype = {arXiv},
eprint = {2202.00104},
timestamp = {Wed, 09 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-00104.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-08938,
author = {Jesse Mu and
Victor Zhong and
Roberta Raileanu and
Minqi Jiang and
Noah D. Goodman and
Tim Rockt{\"{a}}schel and
Edward Grefenstette},
title = {Improving Intrinsic Exploration with Language Abstractions},
journal = {CoRR},
volume = {abs/2202.08938},
year = {2022},
url = {https://arxiv.org/abs/2202.08938},
eprinttype = {arXiv},
eprint = {2202.08938},
timestamp = {Tue, 01 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-08938.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-01302,
author = {Jack Parker{-}Holder and
Minqi Jiang and
Michael Dennis and
Mikayel Samvelyan and
Jakob N. Foerster and
Edward Grefenstette and
Tim Rockt{\"{a}}schel},
title = {Evolving Curricula with Regret-Based Environment Design},
journal = {CoRR},
volume = {abs/2203.01302},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.01302},
doi = {10.48550/ARXIV.2203.01302},
eprinttype = {arXiv},
eprint = {2203.01302},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-01302.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-11889,
author = {Eric Hambro and
Sharada P. Mohanty and
Dmitrii Babaev and
Minwoo Byeon and
Dipam Chakraborty and
Edward Grefenstette and
Minqi Jiang and
DaeJin Jo and
Anssi Kanervisto and
Jongmin Kim and
Sungwoong Kim and
Robert Kirk and
Vitaly Kurin and
Heinrich K{\"{u}}ttler and
Taehwon Kwon and
Donghoon Lee and
Vegard Mella and
Nantas Nardelli and
Ivan Nazarov and
Nikita Ovsov and
Jack Parker{-}Holder and
Roberta Raileanu and
Karolis Ramanauskas and
Tim Rockt{\"{a}}schel and
Danielle Rothermel and
Mikayel Samvelyan and
Dmitry Sorokin and
Maciej Sypetkowski and
Michal Sypetkowski},
title = {Insights From the NeurIPS 2021 NetHack Challenge},
journal = {CoRR},
volume = {abs/2203.11889},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.11889},
doi = {10.48550/ARXIV.2203.11889},
eprinttype = {arXiv},
eprint = {2203.11889},
timestamp = {Fri, 11 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-11889.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-15824,
author = {Zhengyao Jiang and
Tianjun Zhang and
Robert Kirk and
Tim Rockt{\"{a}}schel and
Edward Grefenstette},
title = {Graph Backup: Data Efficient Backup Exploiting Markovian Transitions},
journal = {CoRR},
volume = {abs/2205.15824},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.15824},
doi = {10.48550/ARXIV.2205.15824},
eprinttype = {arXiv},
eprint = {2205.15824},
timestamp = {Wed, 01 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-15824.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-05219,
author = {Minqi Jiang and
Michael Dennis and
Jack Parker{-}Holder and
Andrei Lupu and
Heinrich K{\"{u}}ttler and
Edward Grefenstette and
Tim Rockt{\"{a}}schel and
Jakob N. Foerster},
title = {Grounding Aleatoric Uncertainty in Unsupervised Environment Design},
journal = {CoRR},
volume = {abs/2207.05219},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.05219},
doi = {10.48550/ARXIV.2207.05219},
eprinttype = {arXiv},
eprint = {2207.05219},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-05219.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-06105,
author = {Christopher Bamford and
Minqi Jiang and
Mikayel Samvelyan and
Tim Rockt{\"{a}}schel},
title = {GriddlyJS: {A} Web {IDE} for Reinforcement Learning},
journal = {CoRR},
volume = {abs/2207.06105},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.06105},
doi = {10.48550/ARXIV.2207.06105},
eprinttype = {arXiv},
eprint = {2207.06105},
timestamp = {Tue, 19 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-06105.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-11584,
author = {Michael Matthews and
Mikayel Samvelyan and
Jack Parker{-}Holder and
Edward Grefenstette and
Tim Rockt{\"{a}}schel},
title = {Hierarchical Kickstarting for Skill Transfer in Reinforcement Learning},
journal = {CoRR},
volume = {abs/2207.11584},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.11584},
doi = {10.48550/ARXIV.2207.11584},
eprinttype = {arXiv},
eprint = {2207.11584},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-11584.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-10291,
author = {Zhengyao Jiang and
Tianjun Zhang and
Michael Janner and
Yueying Li and
Tim Rockt{\"{a}}schel and
Edward Grefenstette and
Yuandong Tian},
title = {Efficient Planning in a Compact Latent Action Space},
journal = {CoRR},
volume = {abs/2208.10291},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.10291},
doi = {10.48550/ARXIV.2208.10291},
eprinttype = {arXiv},
eprint = {2208.10291},
timestamp = {Mon, 29 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-10291.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-00066,
author = {Victor Zhong and
Jesse Mu and
Luke Zettlemoyer and
Edward Grefenstette and
Tim Rockt{\"{a}}schel},
title = {Improving Policy Learning via Language Dynamics Distillation},
journal = {CoRR},
volume = {abs/2210.00066},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.00066},
doi = {10.48550/ARXIV.2210.00066},
eprinttype = {arXiv},
eprint = {2210.00066},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-00066.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-05805,
author = {Mikael Henaff and
Roberta Raileanu and
Minqi Jiang and
Tim Rockt{\"{a}}schel},
title = {Exploration via Elliptical Episodic Bonuses},
journal = {CoRR},
volume = {abs/2210.05805},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.05805},
doi = {10.48550/ARXIV.2210.05805},
eprinttype = {arXiv},
eprint = {2210.05805},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-05805.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-12719,
author = {Yingchen Xu and
Jack Parker{-}Holder and
Aldo Pacchiano and
Philip J. Ball and
Oleh Rybkin and
Stephen J. Roberts and
Tim Rockt{\"{a}}schel and
Edward Grefenstette},
title = {Learning General World Models in a Handful of Reward-Free Deployments},
journal = {CoRR},
volume = {abs/2210.12719},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.12719},
doi = {10.48550/ARXIV.2210.12719},
eprinttype = {arXiv},
eprint = {2210.12719},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-12719.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-14986,
author = {Laura Ruis and
Akbir Khan and
Stella Biderman and
Sara Hooker and
Tim Rockt{\"{a}}schel and
Edward Grefenstette},
title = {Large language models are not zero-shot communicators},
journal = {CoRR},
volume = {abs/2210.14986},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.14986},
doi = {10.48550/ARXIV.2210.14986},
eprinttype = {arXiv},
eprint = {2210.14986},
timestamp = {Wed, 02 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-14986.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-00539,
author = {Eric Hambro and
Roberta Raileanu and
Danielle Rothermel and
Vegard Mella and
Tim Rockt{\"{a}}schel and
Heinrich K{\"{u}}ttler and
Naila Murray},
title = {Dungeons and Data: {A} Large-Scale NetHack Dataset},
journal = {CoRR},
volume = {abs/2211.00539},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.00539},
doi = {10.48550/ARXIV.2211.00539},
eprinttype = {arXiv},
eprint = {2211.00539},
timestamp = {Fri, 04 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-00539.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-07819,
author = {Minqi Jiang and
Tim Rockt{\"{a}}schel and
Edward Grefenstette},
title = {General Intelligence Requires Rethinking Exploration},
journal = {CoRR},
volume = {abs/2211.07819},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.07819},
doi = {10.48550/ARXIV.2211.07819},
eprinttype = {arXiv},
eprint = {2211.07819},
timestamp = {Wed, 23 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-07819.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/JiangMJR21,
author = {Zhengyao Jiang and
Pasquale Minervini and
Minqi Jiang and
Tim Rockt{\"{a}}schel},
editor = {Frank Dignum and
Alessio Lomuscio and
Ulle Endriss and
Ann Now{\'{e}}},
title = {Grid-to-Graph: Flexible Spatial Relational Inductive Biases for Reinforcement
Learning},
booktitle = {{AAMAS} '21: 20th International Conference on Autonomous Agents and
Multiagent Systems, Virtual Event, United Kingdom, May 3-7, 2021},
pages = {674--682},
publisher = {{ACM}},
year = {2021},
url = {https://www.ifaamas.org/Proceedings/aamas2021/pdfs/p674.pdf},
doi = {10.5555/3463952.3464034},
timestamp = {Wed, 20 Jul 2022 17:03:47 +0200},
biburl = {https://dblp.org/rec/conf/atal/JiangMJR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/CamperoRKTRG21,
author = {Andres Campero and
Roberta Raileanu and
Heinrich K{\"{u}}ttler and
Joshua B. Tenenbaum and
Tim Rockt{\"{a}}schel and
Edward Grefenstette},
title = {Learning with AMIGo: Adversarially Motivated Intrinsic Goals},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=ETBc\_MIMgoX},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/CamperoRKTRG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/KurinIRBW21,
author = {Vitaly Kurin and
Maximilian Igl and
Tim Rockt{\"{a}}schel and
Wendelin Boehmer and
Shimon Whiteson},
title = {My Body is a Cage: the Role of Morphology in Graph-Based Incompatible
Control},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=N3zUDGN5lO},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/KurinIRBW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JiangGR21,
author = {Minqi Jiang and
Edward Grefenstette and
Tim Rockt{\"{a}}schel},
editor = {Marina Meila and
Tong Zhang},
title = {Prioritized Level Replay},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4940--4950},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jiang21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JiangGR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/AmmanabroluULSR21,
author = {Prithviraj Ammanabrolu and
Jack Urbanek and
Margaret Li and
Arthur Szlam and
Tim Rockt{\"{a}}schel and
Jason Weston},
editor = {Kristina Toutanova and
Anna Rumshisky and
Luke Zettlemoyer and
Dilek Hakkani{-}T{\"{u}}r and
Iz Beltagy and
Steven Bethard and
Ryan Cotterell and
Tanmoy Chakraborty and
Yichao Zhou},
title = {How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak
and Act in Fantasy Worlds},
booktitle = {Proceedings of the 2021 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2021, Online, June 6-11, 2021},
pages = {807--833},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.naacl-main.64},
doi = {10.18653/V1/2021.NAACL-MAIN.64},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/AmmanabroluULSR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/PetroniPFLYCTJK21,
author = {Fabio Petroni and
Aleksandra Piktus and
Angela Fan and
Patrick S. H. Lewis and
Majid Yazdani and
Nicola De Cao and
James Thorne and
Yacine Jernite and
Vladimir Karpukhin and
Jean Maillard and
Vassilis Plachouras and
Tim Rockt{\"{a}}schel and
Sebastian Riedel},
editor = {Kristina Toutanova and
Anna Rumshisky and
Luke Zettlemoyer and
Dilek Hakkani{-}T{\"{u}}r and
Iz Beltagy and
Steven Bethard and
Ryan Cotterell and
Tanmoy Chakraborty and
Yichao Zhou},
title = {{KILT:} a Benchmark for Knowledge Intensive Language Tasks},
booktitle = {Proceedings of the 2021 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2021, Online, June 6-11, 2021},
pages = {2523--2544},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.naacl-main.200},
doi = {10.18653/V1/2021.NAACL-MAIN.200},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/PetroniPFLYCTJK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HambroMBBCGJDKK21,
author = {Eric Hambro and
Sharada P. Mohanty and
Dmitrii Babaev and
Minwoo Byeon and
Dipam Chakraborty and
Edward Grefenstette and
Minqi Jiang and
DaeJin Jo and
Anssi Kanervisto and
Jongmin Kim and
Sungwoong Kim and
Robert Kirk and
Vitaly Kurin and
Heinrich K{\"{u}}ttler and
Taehwon Kwon and
Donghoon Lee and
Vegard Mella and
Nantas Nardelli and
Ivan Nazarov and
Nikita Ovsov and
Jack Parker{-}Holder and
Roberta Raileanu and
Karolis Ramanauskas and
Tim Rockt{\"{a}}schel and
Danielle Rothermel and
Mikayel Samvelyan and
Dmitry Sorokin and
Maciej Sypetkowski and
Michal Sypetkowski},
editor = {Douwe Kiela and
Marco Ciccone and
Barbara Caputo},
title = {Insights From the NeurIPS 2021 NetHack Challenge},
booktitle = {NeurIPS 2021 Competitions and Demonstrations Track, 6-14 December
2021, Online},
series = {Proceedings of Machine Learning Research},
volume = {176},
pages = {41--52},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v176/hambro22a.html},
timestamp = {Sun, 22 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HambroMBBCGJDKK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JiangDPFGR21,
author = {Minqi Jiang and
Michael Dennis and
Jack Parker{-}Holder and
Jakob N. Foerster and
Edward Grefenstette and
Tim Rockt{\"{a}}schel},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Replay-Guided Adversarial Environment Design},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {1884--1897},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/0e915db6326b6fb6a3c56546980a8c93-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/JiangDPFGR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SamvelyanKKPJHP21,
author = {Mikayel Samvelyan and
Robert Kirk and
Vitaly Kurin and
Jack Parker{-}Holder and
Minqi Jiang and
Eric Hambro and
Fabio Petroni and
Heinrich K{\"{u}}ttler and
Edward Grefenstette and
Tim Rockt{\"{a}}schel},
editor = {Joaquin Vanschoren and
Sai{-}Kit Yeung},
title = {MiniHack the Planet: {A} Sandbox for Open-Ended Reinforcement Learning
Research},
booktitle = {Proceedings of the Neural Information Processing Systems Track on
Datasets and Benchmarks 1, NeurIPS Datasets and Benchmarks 2021, December
2021, virtual},
year = {2021},
url = {https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/hash/fa7cdfad1a5aaf8370ebeda47a1ff1c3-Abstract-round1.html},
timestamp = {Thu, 05 May 2022 16:30:03 +0200},
biburl = {https://dblp.org/rec/conf/nips/SamvelyanKKPJHP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/faia/MinerviniRSGR21,
author = {Pasquale Minervini and
Sebastian Riedel and
Pontus Stenetorp and
Edward Grefenstette and
Tim Rockt{\"{a}}schel},
editor = {Pascal Hitzler and
Md. Kamruzzaman Sarker},
title = {Learning Reasoning Strategies in End-to-End Differentiable Proving},
booktitle = {Neuro-Symbolic Artificial Intelligence: The State of the Art},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {342},
pages = {280--293},
publisher = {{IOS} Press},
year = {2021},
url = {https://doi.org/10.3233/FAIA210359},
doi = {10.3233/FAIA210359},
timestamp = {Mon, 05 Feb 2024 20:35:57 +0100},
biburl = {https://dblp.org/rec/series/faia/MinerviniRSGR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-04220,
author = {Zhengyao Jiang and
Pasquale Minervini and
Minqi Jiang and
Tim Rockt{\"{a}}schel},
title = {Grid-to-Graph: Flexible Spatial Relational Inductive Biases for Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2102.04220},
year = {2021},
url = {https://arxiv.org/abs/2102.04220},
eprinttype = {arXiv},
eprint = {2102.04220},
timestamp = {Wed, 10 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-04220.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-12460,
author = {Danielle Rothermel and
Margaret Li and
Tim Rockt{\"{a}}schel and
Jakob N. Foerster},
title = {Don't Sweep your Learning Rate under the Rug: {A} Closer Look at Cross-modal
Transfer of Pretrained Transformers},
journal = {CoRR},
volume = {abs/2107.12460},
year = {2021},
url = {https://arxiv.org/abs/2107.12460},
eprinttype = {arXiv},
eprint = {2107.12460},
timestamp = {Fri, 30 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-12460.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-13202,
author = {Mikayel Samvelyan and
Robert Kirk and
Vitaly Kurin and
Jack Parker{-}Holder and
Minqi Jiang and
Eric Hambro and
Fabio Petroni and
Heinrich K{\"{u}}ttler and
Edward Grefenstette and
Tim Rockt{\"{a}}schel},
title = {MiniHack the Planet: {A} Sandbox for Open-Ended Reinforcement Learning
Research},
journal = {CoRR},
volume = {abs/2109.13202},
year = {2021},
url = {https://arxiv.org/abs/2109.13202},
eprinttype = {arXiv},
eprint = {2109.13202},
timestamp = {Mon, 04 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-13202.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-02439,
author = {Minqi Jiang and
Michael Dennis and
Jack Parker{-}Holder and
Jakob N. Foerster and
Edward Grefenstette and
Tim Rockt{\"{a}}schel},
title = {Replay-Guided Adversarial Environment Design},
journal = {CoRR},
volume = {abs/2110.02439},
year = {2021},
url = {https://arxiv.org/abs/2110.02439},
eprinttype = {arXiv},
eprint = {2110.02439},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-02439.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-09794,
author = {Robert Kirk and
Amy Zhang and
Edward Grefenstette and
Tim Rockt{\"{a}}schel},
title = {A Survey of Generalisation in Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/2111.09794},
year = {2021},
url = {https://arxiv.org/abs/2111.09794},
eprinttype = {arXiv},
eprint = {2111.09794},
timestamp = {Mon, 22 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-09794.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/WeberMRHL20,
author = {Leon Weber and
Jannes M{\"{u}}nchmeyer and
Tim Rockt{\"{a}}schel and
Maryam Habibi and
Ulf Leser},
title = {{HUNER:} improving biomedical {NER} with pretraining},
journal = {Bioinform.},
volume = {36},
number = {1},
pages = {295--302},
year = {2020},
url = {https://doi.org/10.1093/bioinformatics/btz528},
doi = {10.1093/BIOINFORMATICS/BTZ528},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/WeberMRHL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/FanURDQKPKRSW20,
author = {Angela Fan and
Jack Urbanek and
Pratik Ringshia and
Emily Dinan and
Emma Qian and
Siddharth Karamcheti and
Shrimai Prabhumoye and
Douwe Kiela and
Tim Rockt{\"{a}}schel and
Arthur Szlam and
Jason Weston},
title = {Generating Interactive Worlds with Text},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {1693--1700},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i02.5532},
doi = {10.1609/AAAI.V34I02.5532},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/FanURDQKPKRSW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MinerviniBR0G20,
author = {Pasquale Minervini and
Matko Bosnjak and
Tim Rockt{\"{a}}schel and
Sebastian Riedel and
Edward Grefenstette},
title = {Differentiable Reasoning on Large Knowledge Bases and Natural Language},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {5182--5190},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.5962},
doi = {10.1609/AAAI.V34I04.5962},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MinerviniBR0G20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/akbc/PetroniLPRWM020,
author = {Fabio Petroni and
Patrick S. H. Lewis and
Aleksandra Piktus and
Tim Rockt{\"{a}}schel and
Yuxiang Wu and
Alexander H. Miller and
Sebastian Riedel},
editor = {Dipanjan Das and
Hannaneh Hajishirzi and
Andrew McCallum and
Sameer Singh},
title = {How Context Affects Language Models' Factual Predictions},
booktitle = {Conference on Automated Knowledge Base Construction, {AKBC} 2020,
Virtual, June 22-24, 2020},
year = {2020},
url = {https://doi.org/10.24432/C5201W},
doi = {10.24432/C5201W},
timestamp = {Tue, 12 Jan 2021 16:24:06 +0100},
biburl = {https://dblp.org/rec/conf/akbc/PetroniLPRWM020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/MassarelliPPORP20,
author = {Luca Massarelli and
Fabio Petroni and
Aleksandra Piktus and
Myle Ott and
Tim Rockt{\"{a}}schel and
Vassilis Plachouras and
Fabrizio Silvestri and
Sebastian Riedel},
editor = {Trevor Cohn and
Yulan He and
Yang Liu},
title = {How Decoding Strategies Affect the Verifiability of Generated Text},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2020, Online Event, 16-20 November 2020},
series = {Findings of {ACL}},
volume = {{EMNLP} 2020},
pages = {223--235},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.findings-emnlp.22},
doi = {10.18653/V1/2020.FINDINGS-EMNLP.22},
timestamp = {Wed, 23 Mar 2022 10:11:55 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/MassarelliPPORP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/StaceyMDRR20,
author = {Joe Stacey and
Pasquale Minervini and
Haim Dubossarsky and
Sebastian Riedel and
Tim Rockt{\"{a}}schel},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {Avoiding the Hypothesis-Only Bias in Natural Language Inference via
Ensemble Adversarial Training},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {8281--8291},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.665},
doi = {10.18653/V1/2020.EMNLP-MAIN.665},
timestamp = {Wed, 23 Mar 2022 10:11:55 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/StaceyMDRR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/RaileanuR20,
author = {Roberta Raileanu and
Tim Rockt{\"{a}}schel},
title = {{RIDE:} Rewarding Impact-Driven Exploration for Procedurally-Generated
Environments},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=rkg-TJBFPB},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/RaileanuR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhongRG20,
author = {Victor Zhong and
Tim Rockt{\"{a}}schel and
Edward Grefenstette},
title = {{RTFM:} Generalising to New Environment Dynamics via Reading},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=SJgob6NKvH},
timestamp = {Thu, 07 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZhongRG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Minervini0SGR20,
author = {Pasquale Minervini and
Sebastian Riedel and
Pontus Stenetorp and
Edward Grefenstette and
Tim Rockt{\"{a}}schel},
title = {Learning Reasoning Strategies in End-to-End Differentiable Proving},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6938--6949},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/minervini20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Minervini0SGR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KuttlerNMRSGR20,
author = {Heinrich K{\"{u}}ttler and
Nantas Nardelli and
Alexander H. Miller and
Roberta Raileanu and
Marco Selvatici and
Edward Grefenstette and
Tim Rockt{\"{a}}schel},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {The NetHack Learning Environment},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/569ff987c643b4bedf504efda8f786c2-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KuttlerNMRSGR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LewisPPPKGKLYR020,
author = {Patrick S. H. Lewis and
Ethan Perez and
Aleksandra Piktus and
Fabio Petroni and
Vladimir Karpukhin and
Naman Goyal and
Heinrich K{\"{u}}ttler and
Mike Lewis and
Wen{-}tau Yih and
Tim Rockt{\"{a}}schel and
Sebastian Riedel and
Douwe Kiela},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Retrieval-Augmented Generation for Knowledge-Intensive {NLP} Tasks},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/6b493230205f780e1bc26945df7481e5-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LewisPPPKGKLYR020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ssw/MinerviniBR0G20,
author = {Pasquale Minervini and
Matko Bosnjak and
Tim Rockt{\"{a}}schel and
Sebastian Riedel and
Edward Grefenstette},
editor = {Ilaria Tiddi and
Freddy L{\'{e}}cu{\'{e}} and
Pascal Hitzler},
title = {Differentiable Reasoning on Large Knowledge Bases and Natural Language},
booktitle = {Knowledge Graphs for eXplainable Artificial Intelligence: Foundations,
Applications and Challenges},
series = {Studies on the Semantic Web},
volume = {47},
pages = {125--142},
publisher = {{IOS} Press},
year = {2020},
url = {https://doi.org/10.3233/SSW200015},
doi = {10.3233/SSW200015},
timestamp = {Wed, 03 Jun 2020 15:28:32 +0200},
biburl = {https://dblp.org/rec/series/ssw/MinerviniBR0G20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-12292,
author = {Roberta Raileanu and
Tim Rockt{\"{a}}schel},
title = {{RIDE:} Rewarding Impact-Driven Exploration for Procedurally-Generated
Environments},
journal = {CoRR},
volume = {abs/2002.12292},
year = {2020},
url = {https://arxiv.org/abs/2002.12292},
eprinttype = {arXiv},
eprint = {2002.12292},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-12292.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-07790,
author = {Joe Stacey and
Pasquale Minervini and
Haim Dubossarsky and
Sebastian Riedel and
Tim Rockt{\"{a}}schel},
title = {There is Strength in Numbers: Avoiding the Hypothesis-Only Bias in
Natural Language Inference via Ensemble Adversarial Training},
journal = {CoRR},
volume = {abs/2004.07790},
year = {2020},
url = {https://arxiv.org/abs/2004.07790},
eprinttype = {arXiv},
eprint = {2004.07790},
timestamp = {Tue, 21 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-07790.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-04611,
author = {Fabio Petroni and
Patrick S. H. Lewis and
Aleksandra Piktus and
Tim Rockt{\"{a}}schel and
Yuxiang Wu and
Alexander H. Miller and
Sebastian Riedel},
title = {How Context Affects Language Models' Factual Predictions},
journal = {CoRR},
volume = {abs/2005.04611},
year = {2020},
url = {https://arxiv.org/abs/2005.04611},
eprinttype = {arXiv},
eprint = {2005.04611},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-04611.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-11401,
author = {Patrick S. H. Lewis and
Ethan Perez and
Aleksandra Piktus and
Fabio Petroni and
Vladimir Karpukhin and
Naman Goyal and
Heinrich K{\"{u}}ttler and
Mike Lewis and
Wen{-}tau Yih and
Tim Rockt{\"{a}}schel and
Sebastian Riedel and
Douwe Kiela},
title = {Retrieval-Augmented Generation for Knowledge-Intensive {NLP} Tasks},
journal = {CoRR},
volume = {abs/2005.11401},
year = {2020},
url = {https://arxiv.org/abs/2005.11401},
eprinttype = {arXiv},
eprint = {2005.11401},
timestamp = {Fri, 29 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-11401.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-12122,
author = {Andres Campero and
Roberta Raileanu and
Heinrich K{\"{u}}ttler and
Joshua B. Tenenbaum and
Tim Rockt{\"{a}}schel and
Edward Grefenstette},
title = {Learning with AMIGo: Adversarially Motivated Intrinsic Goals},
journal = {CoRR},
volume = {abs/2006.12122},
year = {2020},
url = {https://arxiv.org/abs/2006.12122},
eprinttype = {arXiv},
eprint = {2006.12122},
timestamp = {Tue, 23 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-12122.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-13760,
author = {Heinrich K{\"{u}}ttler and
Nantas Nardelli and
Alexander H. Miller and
Roberta Raileanu and
Marco Selvatici and
Edward Grefenstette and
Tim Rockt{\"{a}}schel},
title = {The NetHack Learning Environment},
journal = {CoRR},
volume = {abs/2006.13760},
year = {2020},
url = {https://arxiv.org/abs/2006.13760},
eprinttype = {arXiv},
eprint = {2006.13760},
timestamp = {Wed, 01 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-13760.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-06477,
author = {Pasquale Minervini and
Sebastian Riedel and
Pontus Stenetorp and
Edward Grefenstette and
Tim Rockt{\"{a}}schel},
title = {Learning Reasoning Strategies in End-to-End Differentiable Proving},
journal = {CoRR},
volume = {abs/2007.06477},
year = {2020},
url = {https://arxiv.org/abs/2007.06477},
eprinttype = {arXiv},
eprint = {2007.06477},
timestamp = {Tue, 21 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-06477.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-09185,
author = {Minqi Jiang and
Jelena Luketina and
Nantas Nardelli and
Pasquale Minervini and
Philip H. S. Torr and
Shimon Whiteson and
Tim Rockt{\"{a}}schel},
title = {WordCraft: An Environment for Benchmarking Commonsense Agents},
journal = {CoRR},
volume = {abs/2007.09185},
year = {2020},
url = {https://arxiv.org/abs/2007.09185},
eprinttype = {arXiv},
eprint = {2007.09185},
timestamp = {Tue, 28 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-09185.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-02252,
author = {Fabio Petroni and
Aleksandra Piktus and
Angela Fan and
Patrick S. H. Lewis and
Majid Yazdani and
Nicola De Cao and
James Thorne and
Yacine Jernite and
Vassilis Plachouras and
Tim Rockt{\"{a}}schel and
Sebastian Riedel},
title = {{KILT:} a Benchmark for Knowledge Intensive Language Tasks},
journal = {CoRR},
volume = {abs/2009.02252},
year = {2020},
url = {https://arxiv.org/abs/2009.02252},
eprinttype = {arXiv},
eprint = {2009.02252},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-02252.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-00685,
author = {Prithviraj Ammanabrolu and
Jack Urbanek and
Margaret Li and
Arthur Szlam and
Tim Rockt{\"{a}}schel and
Jason Weston},
title = {How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak
and Act in Fantasy Worlds},
journal = {CoRR},
volume = {abs/2010.00685},
year = {2020},
url = {https://arxiv.org/abs/2010.00685},
eprinttype = {arXiv},
eprint = {2010.00685},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-00685.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-01856,
author = {Vitaly Kurin and
Maximilian Igl and
Tim Rockt{\"{a}}schel and
Wendelin Boehmer and
Shimon Whiteson},
title = {My Body is a Cage: the Role of Morphology in Graph-Based Incompatible
Control},
journal = {CoRR},
volume = {abs/2010.01856},
year = {2020},
url = {https://arxiv.org/abs/2010.01856},
eprinttype = {arXiv},
eprint = {2010.01856},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-01856.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-03934,
author = {Minqi Jiang and
Edward Grefenstette and
Tim Rockt{\"{a}}schel},
title = {Prioritized Level Replay},
journal = {CoRR},
volume = {abs/2010.03934},
year = {2020},
url = {https://arxiv.org/abs/2010.03934},
eprinttype = {arXiv},
eprint = {2010.03934},
timestamp = {Tue, 13 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-03934.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/WeberMMLR19,
author = {Leon Weber and
Pasquale Minervini and
Jannes M{\"{u}}nchmeyer and
Ulf Leser and
Tim Rockt{\"{a}}schel},
editor = {Anna Korhonen and
David R. Traum and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {NLProlog: Reasoning with Weak Unification for Question Answering in
Natural Language},
booktitle = {Proceedings of the 57th Conference of the Association for Computational
Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
Volume 1: Long Papers},
pages = {6151--6161},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-1618},
doi = {10.18653/V1/P19-1618},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/WeberMMLR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/UrbanekFKJHDRKS19,
author = {Jack Urbanek and
Angela Fan and
Siddharth Karamcheti and
Saachi Jain and
Samuel Humeau and
Emily Dinan and
Tim Rockt{\"{a}}schel and
Douwe Kiela and
Arthur Szlam and
Jason Weston},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {Learning to Speak and Act in a Fantasy Text Adventure Game},
booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
November 3-7, 2019},
pages = {673--683},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1062},
doi = {10.18653/V1/D19-1062},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/UrbanekFKJHDRKS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/PetroniRRLBWM19,
author = {Fabio Petroni and
Tim Rockt{\"{a}}schel and
Sebastian Riedel and
Patrick S. H. Lewis and
Anton Bakhtin and
Yuxiang Wu and
Alexander H. Miller},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {Language Models as Knowledge Bases?},
booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
November 3-7, 2019},
pages = {2463--2473},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1250},
doi = {10.18653/V1/D19-1250},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/PetroniRRLBWM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LetcherFBRW19,
author = {Alistair Letcher and
Jakob N. Foerster and
David Balduzzi and
Tim Rockt{\"{a}}schel and
Shimon Whiteson},
title = {Stable Opponent Shaping in Differentiable Games},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=SyGjjsC5tQ},
timestamp = {Thu, 25 Jul 2019 13:03:15 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LetcherFBRW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MaoFRAFW19,
author = {Jingkai Mao and
Jakob N. Foerster and
Tim Rockt{\"{a}}schel and
Maruan Al{-}Shedivat and
Gregory Farquhar and
Shimon Whiteson},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {A Baseline for Any Order Gradient Estimation in Stochastic Computation
Graphs},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {4343--4351},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/mao19a.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/MaoFRAFW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LuketinaNFFAGWR19,
author = {Jelena Luketina and
Nantas Nardelli and
Gregory Farquhar and
Jakob N. Foerster and
Jacob Andreas and
Edward Grefenstette and
Shimon Whiteson and
Tim Rockt{\"{a}}schel},
editor = {Sarit Kraus},
title = {A Survey of Reinforcement Learning Informed by Natural Language},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {6309--6317},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/880},
doi = {10.24963/IJCAI.2019/880},
timestamp = {Tue, 20 Aug 2019 16:18:18 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LuketinaNFFAGWR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nesy/Cowen-RiversMRR19,
author = {Alexander I. Cowen{-}Rivers and
Pasquale Minervini and
Sebastian Riedel and
Tim Rockt{\"{a}}schel and
Jun Wang and
Matko Bosnjak},
editor = {Derek Doran and
Artur S. d'Avila Garcez and
Freddy L{\'{e}}cu{\'{e}}},
title = {Neural Variational Inference For Estimating Knowledge Graph Embedding
Uncertainty},
booktitle = {Proceedings of the 2019 International Workshop on Neural-Symbolic
Learning and Reasoning (NeSy 2019), Annual workshop of the Neural-Symbolic
Learning and Reasoning Association, Macao, China, August 12, 2019},
year = {2019},
timestamp = {Wed, 28 Dec 2022 16:42:43 +0100},
biburl = {https://dblp.org/rec/conf/nesy/Cowen-RiversMRR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-03094,
author = {Jack Urbanek and
Angela Fan and
Siddharth Karamcheti and
Saachi Jain and
Samuel Humeau and
Emily Dinan and
Tim Rockt{\"{a}}schel and
Douwe Kiela and
Arthur Szlam and
Jason Weston},
title = {Learning to Speak and Act in a Fantasy Text Adventure Game},
journal = {CoRR},
volume = {abs/1903.03094},
year = {2019},
url = {http://arxiv.org/abs/1903.03094},
eprinttype = {arXiv},
eprint = {1903.03094},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-03094.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-03926,
author = {Jelena Luketina and
Nantas Nardelli and
Gregory Farquhar and
Jakob N. Foerster and
Jacob Andreas and
Edward Grefenstette and
Shimon Whiteson and
Tim Rockt{\"{a}}schel},
title = {A Survey of Reinforcement Learning Informed by Natural Language},
journal = {CoRR},
volume = {abs/1906.03926},
year = {2019},
url = {http://arxiv.org/abs/1906.03926},
eprinttype = {arXiv},
eprint = {1906.03926},
timestamp = {Fri, 14 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-03926.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-04985,
author = {Alexander I. Cowen{-}Rivers and
Pasquale Minervini and
Tim Rockt{\"{a}}schel and
Matko Bosnjak and
Sebastian Riedel and
Jun Wang},
title = {Neural Variational Inference For Estimating Uncertainty in Knowledge
Graph Embeddings},
journal = {CoRR},
volume = {abs/1906.04985},
year = {2019},
url = {http://arxiv.org/abs/1906.04985},
eprinttype = {arXiv},
eprint = {1906.04985},
timestamp = {Thu, 10 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-04985.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-06187,
author = {Leon Weber and
Pasquale Minervini and
Jannes M{\"{u}}nchmeyer and
Ulf Leser and
Tim Rockt{\"{a}}schel},
title = {NLProlog: Reasoning with Weak Unification for Question Answering in
Natural Language},
journal = {CoRR},
volume = {abs/1906.06187},
year = {2019},
url = {http://arxiv.org/abs/1906.06187},
eprinttype = {arXiv},
eprint = {1906.06187},
timestamp = {Mon, 24 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-06187.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-01066,
author = {Fabio Petroni and
Tim Rockt{\"{a}}schel and
Patrick S. H. Lewis and
Anton Bakhtin and
Yuxiang Wu and
Alexander H. Miller and
Sebastian Riedel},
title = {Language Models as Knowledge Bases?},
journal = {CoRR},
volume = {abs/1909.01066},
year = {2019},
url = {http://arxiv.org/abs/1909.01066},
eprinttype = {arXiv},
eprint = {1909.01066},
timestamp = {Tue, 21 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-01066.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-03552,
author = {Heinrich K{\"{u}}ttler and
Nantas Nardelli and
Thibaut Lavril and
Marco Selvatici and
Viswanath Sivakumar and
Tim Rockt{\"{a}}schel and
Edward Grefenstette},
title = {TorchBeast: {A} PyTorch Platform for Distributed {RL}},
journal = {CoRR},
volume = {abs/1910.03552},
year = {2019},
url = {http://arxiv.org/abs/1910.03552},
eprinttype = {arXiv},
eprint = {1910.03552},
timestamp = {Wed, 09 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-03552.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-04054,
author = {Viswanath Sivakumar and
Tim Rockt{\"{a}}schel and
Alexander H. Miller and
Heinrich K{\"{u}}ttler and
Nantas Nardelli and
Mike Rabbat and
Joelle Pineau and
Sebastian Riedel},
title = {{MVFST-RL:} An Asynchronous {RL} Framework for Congestion Control
with Delayed Actions},
journal = {CoRR},
volume = {abs/1910.04054},
year = {2019},
url = {http://arxiv.org/abs/1910.04054},
eprinttype = {arXiv},
eprint = {1910.04054},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-04054.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-08210,
author = {Victor Zhong and
Tim Rockt{\"{a}}schel and
Edward Grefenstette},
title = {{RTFM:} Generalising to Novel Environment Dynamics via Reading},
journal = {CoRR},
volume = {abs/1910.08210},
year = {2019},
url = {http://arxiv.org/abs/1910.08210},
eprinttype = {arXiv},
eprint = {1910.08210},
timestamp = {Tue, 22 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-08210.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-03587,
author = {Luca Massarelli and
Fabio Petroni and
Aleksandra Piktus and
Myle Ott and
Tim Rockt{\"{a}}schel and
Vassilis Plachouras and
Fabrizio Silvestri and
Sebastian Riedel},
title = {How Decoding Strategies Affect the Verifiability of Generated Text},
journal = {CoRR},
volume = {abs/1911.03587},
year = {2019},
url = {http://arxiv.org/abs/1911.03587},
eprinttype = {arXiv},
eprint = {1911.03587},
timestamp = {Sun, 01 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-03587.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-09194,
author = {Angela Fan and
Jack Urbanek and
Pratik Ringshia and
Emily Dinan and
Emma Qian and
Siddharth Karamcheti and
Shrimai Prabhumoye and
Douwe Kiela and
Tim Rockt{\"{a}}schel and
Arthur Szlam and
Jason Weston},
title = {Generating Interactive Worlds with Text},
journal = {CoRR},
volume = {abs/1911.09194},
year = {2019},
url = {http://arxiv.org/abs/1911.09194},
eprinttype = {arXiv},
eprint = {1911.09194},
timestamp = {Tue, 03 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-09194.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-10824,
author = {Pasquale Minervini and
Matko Bosnjak and
Tim Rockt{\"{a}}schel and
Sebastian Riedel and
Edward Grefenstette},
title = {Differentiable Reasoning on Large Knowledge Bases and Natural Language},
journal = {CoRR},
volume = {abs/1912.10824},
year = {2019},
url = {http://arxiv.org/abs/1912.10824},
eprinttype = {arXiv},
eprint = {1912.10824},
timestamp = {Fri, 03 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-10824.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ethos/Rocktaschel18,
author = {Tim Rockt{\"{a}}schel},
title = {Combining representation learning with logic for language processing},
school = {University College London, {UK}},
year = {2018},
url = {https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.747206},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/ethos/Rocktaschel18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/WeissenbornMAWR18,
author = {Dirk Weissenborn and
Pasquale Minervini and
Isabelle Augenstein and
Johannes Welbl and
Tim Rockt{\"{a}}schel and
Matko Bosnjak and
Jeff Mitchell and
Thomas Demeester and
Tim Dettmers and
Pontus Stenetorp and
Sebastian Riedel},
editor = {Fei Liu and
Thamar Solorio},
title = {Jack the Reader - {A} Machine Reading Framework},
booktitle = {Proceedings of {ACL} 2018, Melbourne, Australia, July 15-20, 2018,
System Demonstrations},
pages = {25--30},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://aclanthology.org/P18-4005/},
doi = {10.18653/V1/P18-4005},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/WeissenbornMAWR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SaeidiBL0RSB018,
author = {Marzieh Saeidi and
Max Bartolo and
Patrick S. H. Lewis and
Sameer Singh and
Tim Rockt{\"{a}}schel and
Mike Sheldon and
Guillaume Bouchard and
Sebastian Riedel},
editor = {Ellen Riloff and
David Chiang and
Julia Hockenmaier and
Jun'ichi Tsujii},
title = {Interpretation of Natural Language Rules in Conversational Machine
Reading},
booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural
Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
pages = {2087--2097},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/d18-1233},
doi = {10.18653/V1/D18-1233},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/SaeidiBL0RSB018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/FarquharRIW18,
author = {Gregory Farquhar and
Tim Rockt{\"{a}}schel and
Maximilian Igl and
Shimon Whiteson},
title = {TreeQN and ATreeC: Differentiable Tree-Structured Models for Deep
Reinforcement Learning},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=H1dh6Ax0Z},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/FarquharRIW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/FoersterFARXW18,
author = {Jakob N. Foerster and
Gregory Farquhar and
Maruan Al{-}Shedivat and
Tim Rockt{\"{a}}schel and
Eric P. Xing and
Shimon Whiteson},
title = {DiCE: The Infinitely Differentiable Monte-Carlo Estimator},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=BJ9witJvG},
timestamp = {Thu, 04 Apr 2019 13:20:09 +0200},
biburl = {https://dblp.org/rec/conf/iclr/FoersterFARXW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FoersterFARXW18,
author = {Jakob N. Foerster and
Gregory Farquhar and
Maruan Al{-}Shedivat and
Tim Rockt{\"{a}}schel and
Eric P. Xing and
Shimon Whiteson},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {DiCE: The Infinitely Differentiable Monte Carlo Estimator},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {1524--1533},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/foerster18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/FoersterFARXW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CamburuRLB18,
author = {Oana{-}Maria Camburu and
Tim Rockt{\"{a}}schel and
Thomas Lukasiewicz and
Phil Blunsom},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {e-SNLI: Natural Language Inference with Natural Language Explanations},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {9560--9572},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/4c7a167bb329bd92580a99ce422d6fa6-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/CamburuRLB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-05098,
author = {Jakob N. Foerster and
Gregory Farquhar and
Maruan Al{-}Shedivat and
Tim Rockt{\"{a}}schel and
Eric P. Xing and
Shimon Whiteson},
title = {DiCE: The Infinitely Differentiable Monte-Carlo Estimator},
journal = {CoRR},
volume = {abs/1802.05098},
year = {2018},
url = {http://arxiv.org/abs/1802.05098},
eprinttype = {arXiv},
eprint = {1802.05098},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-05098.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-08727,
author = {Dirk Weissenborn and
Pasquale Minervini and
Tim Dettmers and
Isabelle Augenstein and
Johannes Welbl and
Tim Rockt{\"{a}}schel and
Matko Bosnjak and
Jeff Mitchell and
Thomas Demeester and
Pontus Stenetorp and
Sebastian Riedel},
title = {Jack the Reader - {A} Machine Reading Framework},
journal = {CoRR},
volume = {abs/1806.08727},
year = {2018},
url = {http://arxiv.org/abs/1806.08727},
eprinttype = {arXiv},
eprint = {1806.08727},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-08727.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-08204,
author = {Pasquale Minervini and
Matko Bosnjak and
Tim Rockt{\"{a}}schel and
Sebastian Riedel},
title = {Towards Neural Theorem Proving at Scale},
journal = {CoRR},
volume = {abs/1807.08204},
year = {2018},
url = {http://arxiv.org/abs/1807.08204},
eprinttype = {arXiv},
eprint = {1807.08204},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-08204.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-01494,
author = {Marzieh Saeidi and
Max Bartolo and
Patrick S. H. Lewis and
Sameer Singh and
Tim Rockt{\"{a}}schel and
Mike Sheldon and
Guillaume Bouchard and
Sebastian Riedel},
title = {Interpretation of Natural Language Rules in Conversational Machine
Reading},
journal = {CoRR},
volume = {abs/1809.01494},
year = {2018},
url = {http://arxiv.org/abs/1809.01494},
eprinttype = {arXiv},
eprint = {1809.01494},
timestamp = {Tue, 21 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-01494.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-08469,
author = {Alistair Letcher and
Jakob N. Foerster and
David Balduzzi and
Tim Rockt{\"{a}}schel and
Shimon Whiteson},
title = {Stable Opponent Shaping in Differentiable Games},
journal = {CoRR},
volume = {abs/1811.08469},
year = {2018},
url = {http://arxiv.org/abs/1811.08469},
eprinttype = {arXiv},
eprint = {1811.08469},
timestamp = {Tue, 27 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-08469.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-01193,
author = {Oana{-}Maria Camburu and
Tim Rockt{\"{a}}schel and
Thomas Lukasiewicz and
Phil Blunsom},
title = {e-SNLI: Natural Language Inference with Natural Language Explanations},
journal = {CoRR},
volume = {abs/1812.01193},
year = {2018},
url = {http://arxiv.org/abs/1812.01193},
eprinttype = {arXiv},
eprint = {1812.01193},
timestamp = {Tue, 01 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-01193.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BosnjakRN017,
author = {Matko Bosnjak and
Tim Rockt{\"{a}}schel and
Jason Naradowsky and
Sebastian Riedel},
title = {Programming With a Differentiable Forth Interpreter},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=SJAM\_pVte},
timestamp = {Thu, 04 Apr 2019 13:20:08 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BosnjakRN017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/DanilukRW017,
author = {Michal Daniluk and
Tim Rockt{\"{a}}schel and
Johannes Welbl and
Sebastian Riedel},
title = {Frustratingly Short Attention Spans in Neural Language Modeling},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=ByIAPUcee},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/DanilukRW017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BosnjakRNR17,
author = {Matko Bosnjak and
Tim Rockt{\"{a}}schel and
Jason Naradowsky and
Sebastian Riedel},
editor = {Doina Precup and
Yee Whye Teh},
title = {Programming with a Differentiable Forth Interpreter},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {547--556},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/bosnjak17a.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/BosnjakRNR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Rocktaschel017,
author = {Tim Rockt{\"{a}}schel and
Sebastian Riedel},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {End-to-end Differentiable Proving},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {3788--3800},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/b2ab001909a8a6f04b51920306046ce5-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/Rocktaschel017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MinerviniDRR17,
author = {Pasquale Minervini and
Thomas Demeester and
Tim Rockt{\"{a}}schel and
Sebastian Riedel},
editor = {Gal Elidan and
Kristian Kersting and
Alexander Ihler},
title = {Adversarial Sets for Regularising Neural Link Predictors},
booktitle = {Proceedings of the Thirty-Third Conference on Uncertainty in Artificial
Intelligence, {UAI} 2017, Sydney, Australia, August 11-15, 2017},
publisher = {{AUAI} Press},
year = {2017},
url = {http://auai.org/uai2017/proceedings/papers/306.pdf},
timestamp = {Mon, 05 Dec 2022 15:54:38 +0100},
biburl = {https://dblp.org/rec/conf/uai/MinerviniDRR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DanilukRWR17,
author = {Michal Daniluk and
Tim Rockt{\"{a}}schel and
Johannes Welbl and
Sebastian Riedel},
title = {Frustratingly Short Attention Spans in Neural Language Modeling},
journal = {CoRR},
volume = {abs/1702.04521},
year = {2017},
url = {http://arxiv.org/abs/1702.04521},
eprinttype = {arXiv},
eprint = {1702.04521},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DanilukRWR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RocktaschelR17,
author = {Tim Rockt{\"{a}}schel and
Sebastian Riedel},
title = {End-to-end Differentiable Proving},
journal = {CoRR},
volume = {abs/1705.11040},
year = {2017},
url = {http://arxiv.org/abs/1705.11040},
eprinttype = {arXiv},
eprint = {1705.11040},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RocktaschelR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MinerviniDRR17,
author = {Pasquale Minervini and
Thomas Demeester and
Tim Rockt{\"{a}}schel and
Sebastian Riedel},
title = {Adversarial Sets for Regularising Neural Link Predictors},
journal = {CoRR},
volume = {abs/1707.07596},
year = {2017},
url = {http://arxiv.org/abs/1707.07596},
eprinttype = {arXiv},
eprint = {1707.07596},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MinerviniDRR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-11417,
author = {Gregory Farquhar and
Tim Rockt{\"{a}}schel and
Maximilian Igl and
Shimon Whiteson},
title = {TreeQN and ATreeC: Differentiable Tree Planning for Deep Reinforcement
Learning},
journal = {CoRR},
volume = {abs/1710.11417},
year = {2017},
url = {http://arxiv.org/abs/1710.11417},
eprinttype = {arXiv},
eprint = {1710.11417},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-11417.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-09687,
author = {Tim Rockt{\"{a}}schel},
title = {Combining Representation Learning with Logic for Language Processing},
journal = {CoRR},
volume = {abs/1712.09687},
year = {2017},
url = {http://arxiv.org/abs/1712.09687},
eprinttype = {arXiv},
eprint = {1712.09687},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-09687.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/ThomasRHLL16,
author = {Philippe Thomas and
Tim Rockt{\"{a}}schel and
J{\"{o}}rg Hakenberg and
Yvonne Lichtblau and
Ulf Leser},
title = {{SETH} detects and normalizes genetic variants in text},
journal = {Bioinform.},
volume = {32},
number = {18},
pages = {2883--2885},
year = {2016},
url = {https://doi.org/10.1093/bioinformatics/btw234},
doi = {10.1093/BIOINFORMATICS/BTW234},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/ThomasRHLL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl-socialnlp/EisnerRABR16,
author = {Ben Eisner and
Tim Rockt{\"{a}}schel and
Isabelle Augenstein and
Matko Bosnjak and
Sebastian Riedel},
editor = {Lun{-}Wei Ku and
Jane Yung{-}jen Hsu and
Cheng{-}Te Li},
title = {emoji2vec: Learning Emoji Representations from their Description},
booktitle = {Proceedings of The Fourth International Workshop on Natural Language
Processing for Social Media, SocialNLP@EMNLP 2016, Austin, TX, USA,
November 1, 2016},
pages = {48--54},
publisher = {Association for Computational Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/W16-6208},
doi = {10.18653/V1/W16-6208},
timestamp = {Fri, 06 Aug 2021 00:40:10 +0200},
biburl = {https://dblp.org/rec/conf/acl-socialnlp/EisnerRABR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/akbc/RocktaschelR16,
author = {Tim Rockt{\"{a}}schel and
Sebastian Riedel},
editor = {Jay Pujara and
Tim Rockt{\"{a}}schel and
Danqi Chen and
Sameer Singh},
title = {Learning Knowledge Base Inference with Neural Theorem Provers},
booktitle = {Proceedings of the 5th Workshop on Automated Knowledge Base Construction,
AKBC@NAACL-HLT 2016, San Diego, CA, USA, June 17, 2016},
pages = {45--50},
publisher = {The Association for Computer Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/w16-1309},
doi = {10.18653/V1/W16-1309},
timestamp = {Thu, 14 Dec 2023 18:03:42 +0100},
biburl = {https://dblp.org/rec/conf/akbc/RocktaschelR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/akbc/DemeesterRR16,
author = {Thomas Demeester and
Tim Rockt{\"{a}}schel and
Sebastian Riedel},
editor = {Jay Pujara and
Tim Rockt{\"{a}}schel and
Danqi Chen and
Sameer Singh},
title = {Regularizing Relation Representations by First-order Implications},
booktitle = {Proceedings of the 5th Workshop on Automated Knowledge Base Construction,
AKBC@NAACL-HLT 2016, San Diego, CA, USA, June 17, 2016},
pages = {75--80},
publisher = {The Association for Computer Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/w16-1314},
doi = {10.18653/V1/W16-1314},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/akbc/DemeesterRR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/AugensteinRVB16,
author = {Isabelle Augenstein and
Tim Rockt{\"{a}}schel and
Andreas Vlachos and
Kalina Bontcheva},
editor = {Jian Su and
Xavier Carreras and
Kevin Duh},
title = {Stance Detection with Bidirectional Conditional Encoding},
booktitle = {Proceedings of the 2016 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2016, Austin, Texas, USA, November 1-4,
2016},
pages = {876--885},
publisher = {The Association for Computational Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/d16-1084},
doi = {10.18653/V1/D16-1084},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/AugensteinRVB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/DemeesterRR16,
author = {Thomas Demeester and
Tim Rockt{\"{a}}schel and
Sebastian Riedel},
editor = {Jian Su and
Xavier Carreras and
Kevin Duh},
title = {Lifted Rule Injection for Relation Embeddings},
booktitle = {Proceedings of the 2016 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2016, Austin, Texas, USA, November 1-4,
2016},
pages = {1389--1399},
publisher = {The Association for Computational Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/d16-1146},
doi = {10.18653/V1/D16-1146},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/DemeesterRR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/RocktaschelGHKB15,
author = {Tim Rockt{\"{a}}schel and
Edward Grefenstette and
Karl Moritz Hermann and
Tom{\'{a}}s Kocisk{\'{y}} and
Phil Blunsom},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Reasoning about Entailment with Neural Attention},
booktitle = {4th International Conference on Learning Representations, {ICLR} 2016,
San Juan, Puerto Rico, May 2-4, 2016, Conference Track Proceedings},
year = {2016},
url = {http://arxiv.org/abs/1509.06664},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RocktaschelGHKB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/akbc/2016,
editor = {Jay Pujara and
Tim Rockt{\"{a}}schel and
Danqi Chen and
Sameer Singh},
title = {Proceedings of the 5th Workshop on Automated Knowledge Base Construction,
AKBC@NAACL-HLT 2016, San Diego, CA, USA, June 17, 2016},
publisher = {The Association for Computer Linguistics},
year = {2016},
url = {https://aclanthology.org/volumes/W16-13/},
isbn = {978-1-941643-53-2},
timestamp = {Thu, 14 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/akbc/2016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RiedelBR16,
author = {Sebastian Riedel and
Matko Bosnjak and
Tim Rockt{\"{a}}schel},
title = {Programming with a Differentiable Forth Interpreter},
journal = {CoRR},
volume = {abs/1605.06640},
year = {2016},
url = {http://arxiv.org/abs/1605.06640},
eprinttype = {arXiv},
eprint = {1605.06640},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RiedelBR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KolesnykRR16,
author = {Vladyslav Kolesnyk and
Tim Rockt{\"{a}}schel and
Sebastian Riedel},
title = {Generating Natural Language Inference Chains},
journal = {CoRR},
volume = {abs/1606.01404},
year = {2016},
url = {http://arxiv.org/abs/1606.01404},
eprinttype = {arXiv},
eprint = {1606.01404},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KolesnykRR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WeissenbornR16,
author = {Dirk Weissenborn and
Tim Rockt{\"{a}}schel},
title = {MuFuRU: The Multi-Function Recurrent Unit},
journal = {CoRR},
volume = {abs/1606.03002},
year = {2016},
url = {http://arxiv.org/abs/1606.03002},
eprinttype = {arXiv},
eprint = {1606.03002},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WeissenbornR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AugensteinRVB16,
author = {Isabelle Augenstein and
Tim Rockt{\"{a}}schel and
Andreas Vlachos and
Kalina Bontcheva},
title = {Stance Detection with Bidirectional Conditional Encoding},
journal = {CoRR},
volume = {abs/1606.05464},
year = {2016},
url = {http://arxiv.org/abs/1606.05464},
eprinttype = {arXiv},
eprint = {1606.05464},
timestamp = {Tue, 03 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/AugensteinRVB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DemeesterRR16,
author = {Thomas Demeester and
Tim Rockt{\"{a}}schel and
Sebastian Riedel},
title = {Lifted Rule Injection for Relation Embeddings},
journal = {CoRR},
volume = {abs/1606.08359},
year = {2016},
url = {http://arxiv.org/abs/1606.08359},
eprinttype = {arXiv},
eprint = {1606.08359},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DemeesterRR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/EisnerRABR16,
author = {Ben Eisner and
Tim Rockt{\"{a}}schel and
Isabelle Augenstein and
Matko Bosnjak and
Sebastian Riedel},
title = {emoji2vec: Learning Emoji Representations from their Description},
journal = {CoRR},
volume = {abs/1609.08359},
year = {2016},
url = {http://arxiv.org/abs/1609.08359},
eprinttype = {arXiv},
eprint = {1609.08359},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/EisnerRABR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BhoopchandRBR16,
author = {Avishkar Bhoopchand and
Tim Rockt{\"{a}}schel and
Earl T. Barr and
Sebastian Riedel},
title = {Learning Python Code Suggestion with a Sparse Pointer Network},
journal = {CoRR},
volume = {abs/1611.08307},
year = {2016},
url = {http://arxiv.org/abs/1611.08307},
eprinttype = {arXiv},
eprint = {1611.08307},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BhoopchandRBR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcheminf/KrallingerRL15,
author = {Martin Krallinger and
Obdulia Rabal and
Florian Leitner and
Miguel Vazquez and
David Salgado and
Zhiyong Lu and
Robert Leaman and
Yanan Lu and
Donghong Ji and
Daniel M. Lowe and
Roger A. Sayle and
Riza Theresa Batista{-}Navarro and
Rafal Rak and
Torsten Huber and
Tim Rockt{\"{a}}schel and
S{\'{e}}rgio Matos and
David Campos and
Buzhou Tang and
Hua Xu and
Tsendsuren Munkhdalai and
Keun Ho Ryu and
S. V. Ramanan and
P. Senthil Nathan and
Slavko Zitnik and
Marko Bajec and
Lutz Weber and
Matthias Irmer and
Saber A. Akhondi and
Jan A. Kors and
Shuo Xu and
Xin An and
Utpal Kumar Sikdar and
Asif Ekbal and
Masaharu Yoshioka and
Thaer M. Dieb and
Miji Choi and
Karin Verspoor and
Madian Khabsa and
C. Lee Giles and
Hongfang Liu and
Ravikumar Komandur Elayavilli and
Andre Lamurias and
Francisco M. Couto and
Hong{-}Jie Dai and
Richard Tzong{-}Han Tsai and
Caglar Ata and
Tolga Can and
Anabel Usie and
Rui Alves and
Isabel Segura{-}Bedmar and
Paloma Mart{\'{\i}}nez and
Julen Oyarzabal and
Alfonso Valencia},
title = {The {CHEMDNER} corpus of chemicals and drugs and its annotation principles},
journal = {J. Cheminformatics},
volume = {7},
number = {{S-1}},
pages = {S2},
year = {2015},
url = {https://doi.org/10.1186/1758-2946-7-S1-S2},
doi = {10.1186/1758-2946-7-S1-S2},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcheminf/KrallingerRL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/CarmonaR0015,
author = {Vicente Iv{\'{a}}n S{\'{a}}nchez Carmona and
Tim Rockt{\"{a}}schel and
Sebastian Riedel and
Sameer Singh},
title = {Towards Extracting Faithful and Descriptive Representations of Latent
Variable Models},
booktitle = {2015 {AAAI} Spring Symposia, Stanford University, Palo Alto, California,
USA, March 22-25, 2015},
publisher = {{AAAI} Press},
year = {2015},
url = {http://www.aaai.org/ocs/index.php/SSS/SSS15/paper/view/10304},
timestamp = {Wed, 14 Nov 2018 14:01:49 +0100},
biburl = {https://dblp.org/rec/conf/aaaiss/CarmonaR0015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/BouchardNRRV15,
author = {Guillaume Bouchard and
Jason Naradowsky and
Sebastian Riedel and
Tim Rockt{\"{a}}schel and
Andreas Vlachos},
title = {Matrix and Tensor Factorization Methods for Natural Language Processing},
booktitle = {Proceedings of the 53rd Annual Meeting of the Association for Computational
Linguistics and the 7th International Joint Conference on Natural
Language Processing of the Asian Federation of Natural Language Processing,
{ACL} 2015, July 26-31, 2015, Beijing, China, Tutorial Abstracts},
pages = {16--18},
publisher = {The Association for Computer Linguistics},
year = {2015},
url = {https://doi.org/10.3115/v1/p15-5005},
doi = {10.3115/V1/P15-5005},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/BouchardNRRV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/SinghRHNR15,
author = {Sameer Singh and
Tim Rockt{\"{a}}schel and
Luke Hewitt and
Jason Naradowsky and
Sebastian Riedel},
editor = {Rada Mihalcea and
Joyce Yue Chai and
Anoop Sarkar},
title = {{WOLFE:} An NLP-friendly Declarative Machine Learning Stack},
booktitle = {{NAACL} {HLT} 2015, The 2015 Conference of the North American Chapter
of the Association for Computational Linguistics: Human Language Technologies,
Denver, Colorado, USA, May 31 - June 5, 2015},
pages = {61--65},
publisher = {The Association for Computational Linguistics},
year = {2015},
url = {https://doi.org/10.3115/v1/n15-3013},
doi = {10.3115/V1/N15-3013},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/SinghRHNR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/0001RR15,
author = {Sameer Singh and
Tim Rockt{\"{a}}schel and
Sebastian Riedel},
editor = {Phil Blunsom and
Shay B. Cohen and
Paramveer S. Dhillon and
Percy Liang},
title = {Towards Combined Matrix and Tensor Factorization for Universal Schema
Relation Extraction},
booktitle = {Proceedings of the 1st Workshop on Vector Space Modeling for Natural
Language Processing, VS@NAACL-HLT 2015, June 5, 2015, Denver, Colorado,
{USA}},
pages = {135--142},
publisher = {The Association for Computational Linguistics},
year = {2015},
url = {https://doi.org/10.3115/v1/w15-1519},
doi = {10.3115/V1/W15-1519},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/0001RR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/RocktaschelSR15,
author = {Tim Rockt{\"{a}}schel and
Sameer Singh and
Sebastian Riedel},
editor = {Rada Mihalcea and
Joyce Yue Chai and
Anoop Sarkar},
title = {Injecting Logical Background Knowledge into Embeddings for Relation
Extraction},
booktitle = {{NAACL} {HLT} 2015, The 2015 Conference of the North American Chapter
of the Association for Computational Linguistics: Human Language Technologies,
Denver, Colorado, USA, May 31 - June 5, 2015},
pages = {1119--1129},
publisher = {The Association for Computational Linguistics},
year = {2015},
url = {https://doi.org/10.3115/v1/n15-1118},
doi = {10.3115/V1/N15-1118},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/RocktaschelSR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/slsp/RiedelSBRS15,
author = {Sebastian Riedel and
Sameer Singh and
Guillaume Bouchard and
Tim Rockt{\"{a}}schel and
Vicente Iv{\'{a}}n S{\'{a}}nchez Carmona},
editor = {Adrian{-}Horia Dediu and
Carlos Mart{\'{\i}}n{-}Vide and
Kl{\'{a}}ra Vicsi},
title = {Towards Two-Way Interaction with Reading Machines},
booktitle = {Statistical Language and Speech Processing - Third International Conference,
{SLSP} 2015, Budapest, Hungary, November 24-26, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9449},
pages = {1--7},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-25789-1\_1},
doi = {10.1007/978-3-319-25789-1\_1},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/slsp/RiedelSBRS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/RiedelSSRVN14,
author = {Sebastian Riedel and
Sameer Singh and
Vivek Srikumar and
Tim Rockt{\"{a}}schel and
Larysa Visengeriyeva and
Jan Noessner},
title = {{WOLFE:} Strength Reduction and Approximate Programming for Probabilistic
Programming},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2014
{AAAI} Workshop, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada,
July 27, 2014},
series = {{AAAI} Technical Report},
volume = {{WS-14-13}},
publisher = {{AAAI}},
year = {2014},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW14/paper/view/8860},
timestamp = {Tue, 05 Sep 2023 08:59:27 +0200},
biburl = {https://dblp.org/rec/conf/aaai/RiedelSSRVN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semeval/RocktaschelHWL13,
author = {Tim Rockt{\"{a}}schel and
Torsten Huber and
Michael Weidlich and
Ulf Leser},
editor = {Mona T. Diab and
Timothy Baldwin and
Marco Baroni},
title = {{WBI-NER:} The impact of domain-specific features on the performance
of identifying and classifying mentions of drugs},
booktitle = {Proceedings of the 7th International Workshop on Semantic Evaluation,
SemEval@NAACL-HLT 2013, Atlanta, Georgia, USA, June 14-15, 2013},
pages = {356--363},
publisher = {The Association for Computer Linguistics},
year = {2013},
url = {https://aclanthology.org/S13-2058/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/semeval/RocktaschelHWL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semeval/ThomasNRL13,
author = {Philippe Thomas and
Mariana L. Neves and
Tim Rockt{\"{a}}schel and
Ulf Leser},
editor = {Mona T. Diab and
Timothy Baldwin and
Marco Baroni},
title = {{WBI-DDI:} Drug-Drug Interaction Extraction using Majority Voting},
booktitle = {Proceedings of the 7th International Workshop on Semantic Evaluation,
SemEval@NAACL-HLT 2013, Atlanta, Georgia, USA, June 14-15, 2013},
pages = {628--635},
publisher = {The Association for Computer Linguistics},
year = {2013},
url = {https://aclanthology.org/S13-2105/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/semeval/ThomasNRL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/RocktaschelWL12,
author = {Tim Rockt{\"{a}}schel and
Michael Weidlich and
Ulf Leser},
title = {ChemSpot: a hybrid system for chemical named entity recognition},
journal = {Bioinform.},
volume = {28},
number = {12},
pages = {1633--1640},
year = {2012},
url = {https://doi.org/10.1093/bioinformatics/bts183},
doi = {10.1093/BIOINFORMATICS/BTS183},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/RocktaschelWL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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