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ORCIDBibTeX records: Clement Gehring
@article{DBLP:journals/corr/abs-2401-08898,
author = {Tianwei Ni and
Benjamin Eysenbach and
Erfan Seyedsalehi and
Michel Ma and
Clement Gehring and
Aditya Mahajan and
Pierre{-}Luc Bacon},
title = {Bridging State and History Representations: Understanding Self-Predictive
{RL}},
journal = {CoRR},
volume = {abs/2401.08898},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.08898},
doi = {10.48550/ARXIV.2401.08898},
eprinttype = {arXiv},
eprint = {2401.08898},
timestamp = {Thu, 01 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-08898.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-05290,
author = {Michel Ma and
Tianwei Ni and
Clement Gehring and
Pierluca D'Oro and
Pierre{-}Luc Bacon},
title = {Do Transformer World Models Give Better Policy Gradients?},
journal = {CoRR},
volume = {abs/2402.05290},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.05290},
doi = {10.48550/ARXIV.2402.05290},
eprinttype = {arXiv},
eprint = {2402.05290},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-05290.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-15386,
author = {Mahan Fathi and
Clement Gehring and
Jonathan Pilault and
David Kanaa and
Pierre{-}Luc Bacon and
Ross Goroshin},
title = {Course Correcting Koopman Representations},
journal = {CoRR},
volume = {abs/2310.15386},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.15386},
doi = {10.48550/ARXIV.2310.15386},
eprinttype = {arXiv},
eprint = {2310.15386},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-15386.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aips/GehringACSKS022,
author = {Clement Gehring and
Masataro Asai and
Rohan Chitnis and
Tom Silver and
Leslie Pack Kaelbling and
Shirin Sohrabi and
Michael Katz},
editor = {Akshat Kumar and
Sylvie Thi{\'{e}}baux and
Pradeep Varakantham and
William Yeoh},
title = {Reinforcement Learning for Classical Planning: Viewing Heuristics
as Dense Reward Generators},
booktitle = {Proceedings of the Thirty-Second International Conference on Automated
Planning and Scheduling, {ICAPS} 2022, Singapore (virtual), June 13-24,
2022},
pages = {588--596},
publisher = {{AAAI} Press},
year = {2022},
url = {https://ojs.aaai.org/index.php/ICAPS/article/view/19846},
timestamp = {Wed, 20 Jul 2022 14:27:38 +0200},
biburl = {https://dblp.org/rec/conf/aips/GehringACSKS022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/l4dc/YuGSA21,
author = {Jing Yu and
Clement Gehring and
Florian Sch{\"{a}}fer and
Animashree Anandkumar},
editor = {Ali Jadbabaie and
John Lygeros and
George J. Pappas and
Pablo A. Parrilo and
Benjamin Recht and
Claire J. Tomlin and
Melanie N. Zeilinger},
title = {Robust Reinforcement Learning: {A} Constrained Game-theoretic Approach},
booktitle = {Proceedings of the 3rd Annual Conference on Learning for Dynamics
and Control, {L4DC} 2021, 7-8 June 2021, Virtual Event, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {144},
pages = {1242--1254},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v144/yu21a.html},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/l4dc/YuGSA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GehringKHK21,
author = {Clement Gehring and
Kenji Kawaguchi and
Jiaoyang Huang and
Leslie Pack Kaelbling},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Understanding End-to-End Model-Based Reinforcement Learning Methods
as Implicit Parameterization},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {703--714},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/067a26d87265ea39030f5bd82408ce7c-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/GehringKHK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-14830,
author = {Clement Gehring and
Masataro Asai and
Rohan Chitnis and
Tom Silver and
Leslie Pack Kaelbling and
Shirin Sohrabi and
Michael Katz},
title = {Reinforcement Learning for Classical Planning: Viewing Heuristics
as Dense Reward Generators},
journal = {CoRR},
volume = {abs/2109.14830},
year = {2021},
url = {https://arxiv.org/abs/2109.14830},
eprinttype = {arXiv},
eprint = {2109.14830},
timestamp = {Mon, 04 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-14830.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WangGKJ18,
author = {Zi Wang and
Clement Gehring and
Pushmeet Kohli and
Stefanie Jegelka},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {Batched Large-scale Bayesian Optimization in High-dimensional Spaces},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
Spain},
series = {Proceedings of Machine Learning Research},
volume = {84},
pages = {745--754},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/wang18c.html},
timestamp = {Thu, 17 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/WangGKJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/corl/GehringKL18,
author = {Clement Gehring and
Leslie Pack Kaelbling and
Tom{\'{a}}s Lozano{-}P{\'{e}}rez},
title = {Adaptable replanning with compressed linear action models for learning
from demonstrations},
booktitle = {2nd Annual Conference on Robot Learning, CoRL 2018, Z{\"{u}}rich,
Switzerland, 29-31 October 2018, Proceedings},
series = {Proceedings of Machine Learning Research},
volume = {87},
pages = {432--442},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v87/gehring18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:24 +0200},
biburl = {https://dblp.org/rec/conf/corl/GehringKL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1706-01445,
author = {Zi Wang and
Clement Gehring and
Pushmeet Kohli and
Stefanie Jegelka},
title = {Batched Large-scale Bayesian Optimization in High-dimensional Spaces},
journal = {CoRR},
volume = {abs/1706.01445},
year = {2017},
url = {http://arxiv.org/abs/1706.01445},
eprinttype = {arXiv},
eprint = {1706.01445},
timestamp = {Thu, 17 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1706-01445.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GehringPW16,
author = {Clement Gehring and
Yangchen Pan and
Martha White},
editor = {Subbarao Kambhampati},
title = {Incremental Truncated {LSTD}},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {1505--1511},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/216},
timestamp = {Tue, 20 Aug 2019 16:19:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/GehringPW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GehringW15,
author = {Clement Gehring and
Martha White},
title = {Incremental Truncated {LSTD}},
journal = {CoRR},
volume = {abs/1511.08495},
year = {2015},
url = {http://arxiv.org/abs/1511.08495},
eprinttype = {arXiv},
eprint = {1511.08495},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GehringW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/GehringP13,
author = {Clement Gehring and
Doina Precup},
editor = {Maria L. Gini and
Onn Shehory and
Takayuki Ito and
Catholijn M. Jonker},
title = {Smart exploration in reinforcement learning using absolute temporal
difference errors},
booktitle = {International conference on Autonomous Agents and Multi-Agent Systems,
{AAMAS} '13, Saint Paul, MN, USA, May 6-10, 2013},
pages = {1037--1044},
publisher = {{IFAAMAS}},
year = {2013},
url = {http://dl.acm.org/citation.cfm?id=2485084},
timestamp = {Thu, 09 Sep 2021 16:09:54 +0200},
biburl = {https://dblp.org/rec/conf/atal/GehringP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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