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ORCIDBibTeX records: Bilal Piot
@inproceedings{DBLP:conf/aistats/AzarGPMRVC24,
author = {Mohammad Gheshlaghi Azar and
Zhaohan Daniel Guo and
Bilal Piot and
R{\'{e}}mi Munos and
Mark Rowland and
Michal Valko and
Daniele Calandriello},
editor = {Sanjoy Dasgupta and
Stephan Mandt and
Yingzhen Li},
title = {A General Theoretical Paradigm to Understand Learning from Human Preferences},
booktitle = {International Conference on Artificial Intelligence and Statistics,
2-4 May 2024, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {238},
pages = {4447--4455},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v238/gheshlaghi-azar24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AzarGPMRVC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SaadeKCBSSGVP24,
author = {Alaa Saade and
Steven Kapturowski and
Daniele Calandriello and
Charles Blundell and
Pablo Sprechmann and
Leopoldo Sarra and
Oliver Groth and
Michal Valko and
Bilal Piot},
title = {Unlocking the Power of Representations in Long-term Novelty-based
Exploration},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=OwtMhMSybu},
timestamp = {Mon, 29 Jul 2024 16:19:40 +0200},
biburl = {https://dblp.org/rec/conf/iclr/SaadeKCBSSGVP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CalandrielloGMR24,
author = {Daniele Calandriello and
Zhaohan Daniel Guo and
R{\'{e}}mi Munos and
Mark Rowland and
Yunhao Tang and
Bernardo {\'{A}}vila Pires and
Pierre Harvey Richemond and
Charline Le Lan and
Michal Valko and
Tianqi Liu and
Rishabh Joshi and
Zeyu Zheng and
Bilal Piot},
title = {Human Alignment of Large Language Models through Online Preference
Optimisation},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=2RQqg2Y7Y6},
timestamp = {Mon, 02 Sep 2024 16:45:29 +0200},
biburl = {https://dblp.org/rec/conf/icml/CalandrielloGMR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MunosVCARGTGMFM24,
author = {R{\'{e}}mi Munos and
Michal Valko and
Daniele Calandriello and
Mohammad Gheshlaghi Azar and
Mark Rowland and
Zhaohan Daniel Guo and
Yunhao Tang and
Matthieu Geist and
Thomas Mesnard and
C{\^{o}}me Fiegel and
Andrea Michi and
Marco Selvi and
Sertan Girgin and
Nikola Momchev and
Olivier Bachem and
Daniel J. Mankowitz and
Doina Precup and
Bilal Piot},
title = {Nash Learning from Human Feedback},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=Y5AmNYiyCQ},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MunosVCARGTGMFM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TangGZCMRRVPP24,
author = {Yunhao Tang and
Zhaohan Daniel Guo and
Zeyu Zheng and
Daniele Calandriello and
R{\'{e}}mi Munos and
Mark Rowland and
Pierre Harvey Richemond and
Michal Valko and
Bernardo {\'{A}}vila Pires and
Bilal Piot},
title = {Generalized Preference Optimization: {A} Unified Approach to Offline
Alignment},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=gu3nacA9AH},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TangGZCMRRVPP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-04792,
author = {Shangmin Guo and
Biao Zhang and
Tianlin Liu and
Tianqi Liu and
Misha Khalman and
Felipe Llinares and
Alexandre Ram{\'{e}} and
Thomas Mesnard and
Yao Zhao and
Bilal Piot and
Johan Ferret and
Mathieu Blondel},
title = {Direct Language Model Alignment from Online {AI} Feedback},
journal = {CoRR},
volume = {abs/2402.04792},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.04792},
doi = {10.48550/ARXIV.2402.04792},
eprinttype = {arXiv},
eprint = {2402.04792},
timestamp = {Tue, 04 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-04792.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-05749,
author = {Yunhao Tang and
Zhaohan Daniel Guo and
Zeyu Zheng and
Daniele Calandriello and
R{\'{e}}mi Munos and
Mark Rowland and
Pierre Harvey Richemond and
Michal Valko and
Bernardo {\'{A}}vila Pires and
Bilal Piot},
title = {Generalized Preference Optimization: {A} Unified Approach to Offline
Alignment},
journal = {CoRR},
volume = {abs/2402.05749},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.05749},
doi = {10.48550/ARXIV.2402.05749},
eprinttype = {arXiv},
eprint = {2402.05749},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-05749.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-08635,
author = {Daniele Calandriello and
Daniel Guo and
R{\'{e}}mi Munos and
Mark Rowland and
Yunhao Tang and
Bernardo {\'{A}}vila Pires and
Pierre Harvey Richemond and
Charline Le Lan and
Michal Valko and
Tianqi Liu and
Rishabh Joshi and
Zeyu Zheng and
Bilal Piot},
title = {Human Alignment of Large Language Models through Online Preference
Optimisation},
journal = {CoRR},
volume = {abs/2403.08635},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.08635},
doi = {10.48550/ARXIV.2403.08635},
eprinttype = {arXiv},
eprint = {2403.08635},
timestamp = {Fri, 21 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-08635.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-14655,
author = {Lior Shani and
Aviv Rosenberg and
Asaf B. Cassel and
Oran Lang and
Daniele Calandriello and
Avital Zipori and
Hila Noga and
Orgad Keller and
Bilal Piot and
Idan Szpektor and
Avinatan Hassidim and
Yossi Matias and
R{\'{e}}mi Munos},
title = {Multi-turn Reinforcement Learning from Preference Human Feedback},
journal = {CoRR},
volume = {abs/2405.14655},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.14655},
doi = {10.48550/ARXIV.2405.14655},
eprinttype = {arXiv},
eprint = {2405.14655},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-14655.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-19107,
author = {Pierre Harvey Richemond and
Yunhao Tang and
Daniel Guo and
Daniele Calandriello and
Mohammad Gheshlaghi Azar and
Rafael Rafailov and
Bernardo {\'{A}}vila Pires and
Eugene Tarassov and
Lucas Spangher and
Will Ellsworth and
Aliaksei Severyn and
Jonathan Mallinson and
Lior Shani and
Gil Shamir and
Rishabh Joshi and
Tianqi Liu and
R{\'{e}}mi Munos and
Bilal Piot},
title = {Offline Regularised Reinforcement Learning for Large Language Models
Alignment},
journal = {CoRR},
volume = {abs/2405.19107},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.19107},
doi = {10.48550/ARXIV.2405.19107},
eprinttype = {arXiv},
eprint = {2405.19107},
timestamp = {Fri, 21 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-19107.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-00118,
author = {Morgane Rivi{\`{e}}re and
Shreya Pathak and
Pier Giuseppe Sessa and
Cassidy Hardin and
Surya Bhupatiraju and
L{\'{e}}onard Hussenot and
Thomas Mesnard and
Bobak Shahriari and
Alexandre Ram{\'{e}} and
Johan Ferret and
Peter Liu and
Pouya Tafti and
Abe Friesen and
Michelle Casbon and
Sabela Ramos and
Ravin Kumar and
Charline Le Lan and
Sammy Jerome and
Anton Tsitsulin and
Nino Vieillard and
Piotr Stanczyk and
Sertan Girgin and
Nikola Momchev and
Matt Hoffman and
Shantanu Thakoor and
Jean{-}Bastien Grill and
Behnam Neyshabur and
Olivier Bachem and
Alanna Walton and
Aliaksei Severyn and
Alicia Parrish and
Aliya Ahmad and
Allen Hutchison and
Alvin Abdagic and
Amanda Carl and
Amy Shen and
Andy Brock and
Andy Coenen and
Anthony Laforge and
Antonia Paterson and
Ben Bastian and
Bilal Piot and
Bo Wu and
Brandon Royal and
Charlie Chen and
Chintu Kumar and
Chris Perry and
Chris Welty and
Christopher A. Choquette{-}Choo and
Danila Sinopalnikov and
David Weinberger and
Dimple Vijaykumar and
Dominika Rogozinska and
Dustin Herbison and
Elisa Bandy and
Emma Wang and
Eric Noland and
Erica Moreira and
Evan Senter and
Evgenii Eltyshev and
Francesco Visin and
Gabriel Rasskin and
Gary Wei and
Glenn Cameron and
Gus Martins and
Hadi Hashemi and
Hanna Klimczak{-}Plucinska and
Harleen Batra and
Harsh Dhand and
Ivan Nardini and
Jacinda Mein and
Jack Zhou and
James Svensson and
Jeff Stanway and
Jetha Chan and
Jin Peng Zhou and
Joana Carrasqueira and
Joana Iljazi and
Jocelyn Becker and
Joe Fernandez and
Joost van Amersfoort and
Josh Gordon and
Josh Lipschultz and
Josh Newlan and
Ju{-}yeong Ji and
Kareem Mohamed and
Kartikeya Badola and
Kat Black and
Katie Millican and
Keelin McDonell and
Kelvin Nguyen and
Kiranbir Sodhia and
Kish Greene and
Lars Lowe Sj{\"{o}}sund and
Lauren Usui and
Laurent Sifre and
Lena Heuermann and
Leticia Lago and
Lilly McNealus},
title = {Gemma 2: Improving Open Language Models at a Practical Size},
journal = {CoRR},
volume = {abs/2408.00118},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.00118},
doi = {10.48550/ARXIV.2408.00118},
eprinttype = {arXiv},
eprint = {2408.00118},
timestamp = {Fri, 06 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-00118.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RichemondTTSPH23,
author = {Pierre Harvey Richemond and
Allison C. Tam and
Yunhao Tang and
Florian Strub and
Bilal Piot and
Felix Hill},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {The Edge of Orthogonality: {A} Simple View of What Makes {BYOL} Tick},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {29063--29081},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/richemond23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/RichemondTTSPH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TangGRPCMRALL0T23,
author = {Yunhao Tang and
Zhaohan Daniel Guo and
Pierre Harvey Richemond and
Bernardo {\'{A}}vila Pires and
Yash Chandak and
R{\'{e}}mi Munos and
Mark Rowland and
Mohammad Gheshlaghi Azar and
Charline Le Lan and
Clare Lyle and
Andr{\'{a}}s Gy{\"{o}}rgy and
Shantanu Thakoor and
Will Dabney and
Bilal Piot and
Daniele Calandriello and
Michal Valko},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Understanding Self-Predictive Learning for Reinforcement Learning},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {33632--33656},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/tang23d.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TangGRPCMRALL0T23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-04817,
author = {Pierre H. Richemond and
Allison C. Tam and
Yunhao Tang and
Florian Strub and
Bilal Piot and
Felix Hill},
title = {The Edge of Orthogonality: {A} Simple View of What Makes {BYOL} Tick},
journal = {CoRR},
volume = {abs/2302.04817},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.04817},
doi = {10.48550/ARXIV.2302.04817},
eprinttype = {arXiv},
eprint = {2302.04817},
timestamp = {Mon, 13 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-04817.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-01521,
author = {Alaa Saade and
Steven Kapturowski and
Daniele Calandriello and
Charles Blundell and
Pablo Sprechmann and
Leopoldo Sarra and
Oliver Groth and
Michal Valko and
Bilal Piot},
title = {Unlocking the Power of Representations in Long-term Novelty-based
Exploration},
journal = {CoRR},
volume = {abs/2305.01521},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.01521},
doi = {10.48550/ARXIV.2305.01521},
eprinttype = {arXiv},
eprint = {2305.01521},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-01521.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-12036,
author = {Mohammad Gheshlaghi Azar and
Mark Rowland and
Bilal Piot and
Daniel Guo and
Daniele Calandriello and
Michal Valko and
R{\'{e}}mi Munos},
title = {A General Theoretical Paradigm to Understand Learning from Human Preferences},
journal = {CoRR},
volume = {abs/2310.12036},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.12036},
doi = {10.48550/ARXIV.2310.12036},
eprinttype = {arXiv},
eprint = {2310.12036},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-12036.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-00886,
author = {R{\'{e}}mi Munos and
Michal Valko and
Daniele Calandriello and
Mohammad Gheshlaghi Azar and
Mark Rowland and
Zhaohan Daniel Guo and
Yunhao Tang and
Matthieu Geist and
Thomas Mesnard and
Andrea Michi and
Marco Selvi and
Sertan Girgin and
Nikola Momchev and
Olivier Bachem and
Daniel J. Mankowitz and
Doina Precup and
Bilal Piot},
title = {Nash Learning from Human Feedback},
journal = {CoRR},
volume = {abs/2312.00886},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.00886},
doi = {10.48550/ARXIV.2312.00886},
eprinttype = {arXiv},
eprint = {2312.00886},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-00886.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChaabouniSATTDM22,
author = {Rahma Chaabouni and
Florian Strub and
Florent Altch{\'{e}} and
Eugene Tarassov and
Corentin Tallec and
Elnaz Davoodi and
Kory Wallace Mathewson and
Olivier Tieleman and
Angeliki Lazaridou and
Bilal Piot},
title = {Emergent Communication at Scale},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=AUGBfDIV9rL},
timestamp = {Thu, 13 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ChaabouniSATTDM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GuoTPPATSCGTVMA22,
author = {Zhaohan Guo and
Shantanu Thakoor and
Miruna Pislar and
Bernardo {\'{A}}vila Pires and
Florent Altch{\'{e}} and
Corentin Tallec and
Alaa Saade and
Daniele Calandriello and
Jean{-}Bastien Grill and
Yunhao Tang and
Michal Valko and
R{\'{e}}mi Munos and
Mohammad Gheshlaghi Azar and
Bilal Piot},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {BYOL-Explore: Exploration by Bootstrapped Prediction},
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/ced0d3b92bb83b15c43ee32c7f57d867-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GuoTPPATSCGTVMA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-08332,
author = {Zhaohan Daniel Guo and
Shantanu Thakoor and
Miruna Pislar and
Bernardo {\'{A}}vila Pires and
Florent Altch{\'{e}} and
Corentin Tallec and
Alaa Saade and
Daniele Calandriello and
Jean{-}Bastien Grill and
Yunhao Tang and
Michal Valko and
R{\'{e}}mi Munos and
Mohammad Gheshlaghi Azar and
Bilal Piot},
title = {BYOL-Explore: Exploration by Bootstrapped Prediction},
journal = {CoRR},
volume = {abs/2206.08332},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.08332},
doi = {10.48550/ARXIV.2206.08332},
eprinttype = {arXiv},
eprint = {2206.08332},
timestamp = {Tue, 21 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-08332.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-15378,
author = {Julien P{\'{e}}rolat and
Bart De Vylder and
Daniel Hennes and
Eugene Tarassov and
Florian Strub and
Vincent de Boer and
Paul Muller and
Jerome T. Connor and
Neil Burch and
Thomas W. Anthony and
Stephen McAleer and
Romuald Elie and
Sarah H. Cen and
Zhe Wang and
Audrunas Gruslys and
Aleksandra Malysheva and
Mina Khan and
Sherjil Ozair and
Finbarr Timbers and
Toby Pohlen and
Tom Eccles and
Mark Rowland and
Marc Lanctot and
Jean{-}Baptiste Lespiau and
Bilal Piot and
Shayegan Omidshafiei and
Edward Lockhart and
Laurent Sifre and
Nathalie Beauguerlange and
R{\'{e}}mi Munos and
David Silver and
Satinder Singh and
Demis Hassabis and
Karl Tuyls},
title = {Mastering the Game of Stratego with Model-Free Multiagent Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2206.15378},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.15378},
doi = {10.48550/ARXIV.2206.15378},
eprinttype = {arXiv},
eprint = {2206.15378},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-15378.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-03319,
author = {Yunhao Tang and
Zhaohan Daniel Guo and
Pierre Harvey Richemond and
Bernardo {\'{A}}vila Pires and
Yash Chandak and
R{\'{e}}mi Munos and
Mark Rowland and
Mohammad Gheshlaghi Azar and
Charline Le Lan and
Clare Lyle and
Andr{\'{a}}s Gy{\"{o}}rgy and
Shantanu Thakoor and
Will Dabney and
Bilal Piot and
Daniele Calandriello and
Michal Valko},
title = {Understanding Self-Predictive Learning for Reinforcement Learning},
journal = {CoRR},
volume = {abs/2212.03319},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.03319},
doi = {10.48550/ARXIV.2212.03319},
eprinttype = {arXiv},
eprint = {2212.03319},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-03319.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-02055,
author = {Zhaohan Daniel Guo and
Mohammad Gheshlaghi Azar and
Alaa Saade and
Shantanu Thakoor and
Bilal Piot and
Bernardo {\'{A}}vila Pires and
Michal Valko and
Thomas Mesnard and
Tor Lattimore and
R{\'{e}}mi Munos},
title = {Geometric Entropic Exploration},
journal = {CoRR},
volume = {abs/2101.02055},
year = {2021},
url = {https://arxiv.org/abs/2101.02055},
eprinttype = {arXiv},
eprint = {2101.02055},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-02055.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-10819,
author = {Pedro A. Ortega and
Markus Kunesch and
Gr{\'{e}}goire Del{\'{e}}tang and
Tim Genewein and
Jordi Grau{-}Moya and
Joel Veness and
Jonas Buchli and
Jonas Degrave and
Bilal Piot and
Julien P{\'{e}}rolat and
Tom Everitt and
Corentin Tallec and
Emilio Parisotto and
Tom Erez and
Yutian Chen and
Scott E. Reed and
Marcus Hutter and
Nando de Freitas and
Shane Legg},
title = {Shaking the foundations: delusions in sequence models for interaction
and control},
journal = {CoRR},
volume = {abs/2110.10819},
year = {2021},
url = {https://arxiv.org/abs/2110.10819},
eprinttype = {arXiv},
eprint = {2110.10819},
timestamp = {Fri, 26 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-10819.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BadiaSVGPKTAPBB20,
author = {Adri{\`{a}} Puigdom{\`{e}}nech Badia and
Pablo Sprechmann and
Alex Vitvitskyi and
Zhaohan Daniel Guo and
Bilal Piot and
Steven Kapturowski and
Olivier Tieleman and
Mart{\'{\i}}n Arjovsky and
Alexander Pritzel and
Andrew Bolt and
Charles Blundell},
title = {Never Give Up: Learning Directed Exploration Strategies},
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=Sye57xStvB},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/BadiaSVGPKTAPBB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BadiaPKSVGB20,
author = {Adri{\`{a}} Puigdom{\`{e}}nech Badia and
Bilal Piot and
Steven Kapturowski and
Pablo Sprechmann and
Alex Vitvitskyi and
Zhaohan Daniel Guo and
Charles Blundell},
title = {Agent57: Outperforming the Atari Human Benchmark},
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 = {507--517},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/badia20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BadiaPKSVGB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuoPPGAMA20,
author = {Zhaohan Daniel Guo and
Bernardo {\'{A}}vila Pires and
Bilal Piot and
Jean{-}Bastien Grill and
Florent Altch{\'{e}} and
R{\'{e}}mi Munos and
Mohammad Gheshlaghi Azar},
title = {Bootstrap Latent-Predictive Representations for Multitask Reinforcement
Learning},
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 = {3875--3886},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/guo20g.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GuoPPGAMA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GrillSATRBDPGAP20,
author = {Jean{-}Bastien Grill and
Florian Strub and
Florent Altch{\'{e}} and
Corentin Tallec and
Pierre H. Richemond and
Elena Buchatskaya and
Carl Doersch and
Bernardo {\'{A}}vila Pires and
Zhaohan Guo and
Mohammad Gheshlaghi Azar and
Bilal Piot and
Koray Kavukcuoglu and
R{\'{e}}mi Munos and
Michal Valko},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Bootstrap Your Own Latent - {A} New Approach to Self-Supervised Learning},
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/f3ada80d5c4ee70142b17b8192b2958e-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GrillSATRBDPGAP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-06038,
author = {Adri{\`{a}} Puigdom{\`{e}}nech Badia and
Pablo Sprechmann and
Alex Vitvitskyi and
Zhaohan Daniel Guo and
Bilal Piot and
Steven Kapturowski and
Olivier Tieleman and
Mart{\'{\i}}n Arjovsky and
Alexander Pritzel and
Andrew Bolt and
Charles Blundell},
title = {Never Give Up: Learning Directed Exploration Strategies},
journal = {CoRR},
volume = {abs/2002.06038},
year = {2020},
url = {https://arxiv.org/abs/2002.06038},
eprinttype = {arXiv},
eprint = {2002.06038},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-06038.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-13350,
author = {Adri{\`{a}} Puigdom{\`{e}}nech Badia and
Bilal Piot and
Steven Kapturowski and
Pablo Sprechmann and
Alex Vitvitskyi and
Zhaohan Daniel Guo and
Charles Blundell},
title = {Agent57: Outperforming the Atari Human Benchmark},
journal = {CoRR},
volume = {abs/2003.13350},
year = {2020},
url = {https://arxiv.org/abs/2003.13350},
eprinttype = {arXiv},
eprint = {2003.13350},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-13350.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-14646,
author = {Zhaohan Daniel Guo and
Bernardo {\'{A}}vila Pires and
Bilal Piot and
Jean{-}Bastien Grill and
Florent Altch{\'{e}} and
R{\'{e}}mi Munos and
Mohammad Gheshlaghi Azar},
title = {Bootstrap Latent-Predictive Representations for Multitask Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2004.14646},
year = {2020},
url = {https://arxiv.org/abs/2004.14646},
eprinttype = {arXiv},
eprint = {2004.14646},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-14646.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-00979,
author = {Matt Hoffman and
Bobak Shahriari and
John Aslanides and
Gabriel Barth{-}Maron and
Feryal M. P. Behbahani and
Tamara Norman and
Abbas Abdolmaleki and
Albin Cassirer and
Fan Yang and
Kate Baumli and
Sarah Henderson and
Alexander Novikov and
Sergio G{\'{o}}mez Colmenarejo and
Serkan Cabi and
{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and
Tom Le Paine and
Andrew Cowie and
Ziyu Wang and
Bilal Piot and
Nando de Freitas},
title = {Acme: {A} Research Framework for Distributed Reinforcement Learning},
journal = {CoRR},
volume = {abs/2006.00979},
year = {2020},
url = {https://arxiv.org/abs/2006.00979},
eprinttype = {arXiv},
eprint = {2006.00979},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-00979.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-07733,
author = {Jean{-}Bastien Grill and
Florian Strub and
Florent Altch{\'{e}} and
Corentin Tallec and
Pierre H. Richemond and
Elena Buchatskaya and
Carl Doersch and
Bernardo {\'{A}}vila Pires and
Zhaohan Daniel Guo and
Mohammad Gheshlaghi Azar and
Bilal Piot and
Koray Kavukcuoglu and
R{\'{e}}mi Munos and
Michal Valko},
title = {Bootstrap Your Own Latent: {A} New Approach to Self-Supervised Learning},
journal = {CoRR},
volume = {abs/2006.07733},
year = {2020},
url = {https://arxiv.org/abs/2006.07733},
eprinttype = {arXiv},
eprint = {2006.07733},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-07733.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-10241,
author = {Pierre H. Richemond and
Jean{-}Bastien Grill and
Florent Altch{\'{e}} and
Corentin Tallec and
Florian Strub and
Andrew Brock and
Samuel L. Smith and
Soham De and
Razvan Pascanu and
Bilal Piot and
Michal Valko},
title = {{BYOL} works even without batch statistics},
journal = {CoRR},
volume = {abs/2010.10241},
year = {2020},
url = {https://arxiv.org/abs/2010.10241},
eprinttype = {arXiv},
eprint = {2010.10241},
timestamp = {Tue, 27 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-10241.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/BorsaHPLHMP19,
author = {Diana Borsa and
Nicolas Heess and
Bilal Piot and
Siqi Liu and
Leonard Hasenclever and
R{\'{e}}mi Munos and
Olivier Pietquin},
editor = {Edith Elkind and
Manuela Veloso and
Noa Agmon and
Matthew E. Taylor},
title = {Observational Learning by Reinforcement Learning},
booktitle = {Proceedings of the 18th International Conference on Autonomous Agents
and MultiAgent Systems, {AAMAS} '19, Montreal, QC, Canada, May 13-17,
2019},
pages = {1117--1124},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
year = {2019},
url = {http://dl.acm.org/citation.cfm?id=3331811},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/BorsaHPLHMP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HarutyunyanDMAP19,
author = {Anna Harutyunyan and
Will Dabney and
Thomas Mesnard and
Mohammad Gheshlaghi Azar and
Bilal Piot and
Nicolas Heess and
Hado van Hasselt and
Gregory Wayne and
Satinder Singh and
Doina Precup and
R{\'{e}}mi Munos},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Hindsight Credit Assignment},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {12467--12476},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/195f15384c2a79cedf293e4a847ce85c-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HarutyunyanDMAP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-07685,
author = {Mohammad Gheshlaghi Azar and
Bilal Piot and
Bernardo A. Pires and
Jean{-}Bastien Grill and
Florent Altch{\'{e}} and
R{\'{e}}mi Munos},
title = {World Discovery Models},
journal = {CoRR},
volume = {abs/1902.07685},
year = {2019},
url = {http://arxiv.org/abs/1902.07685},
eprinttype = {arXiv},
eprint = {1902.07685},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-07685.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-02503,
author = {Anna Harutyunyan and
Will Dabney and
Thomas Mesnard and
Mohammad Gheshlaghi Azar and
Bilal Piot and
Nicolas Heess and
Hado van Hasselt and
Greg Wayne and
Satinder Singh and
Doina Precup and
R{\'{e}}mi Munos},
title = {Hindsight Credit Assignment},
journal = {CoRR},
volume = {abs/1912.02503},
year = {2019},
url = {http://arxiv.org/abs/1912.02503},
eprinttype = {arXiv},
eprint = {1912.02503},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-02503.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HesselMHSODHPAS18,
author = {Matteo Hessel and
Joseph Modayil and
Hado van Hasselt and
Tom Schaul and
Georg Ostrovski and
Will Dabney and
Dan Horgan and
Bilal Piot and
Mohammad Gheshlaghi Azar and
David Silver},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Rainbow: Combining Improvements in Deep Reinforcement Learning},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {3215--3222},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11796},
doi = {10.1609/AAAI.V32I1.11796},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HesselMHSODHPAS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HesterVPLSPHQSO18,
author = {Todd Hester and
Matej Vecer{\'{\i}}k and
Olivier Pietquin and
Marc Lanctot and
Tom Schaul and
Bilal Piot and
Dan Horgan and
John Quan and
Andrew Sendonaris and
Ian Osband and
Gabriel Dulac{-}Arnold and
John P. Agapiou and
Joel Z. Leibo and
Audrunas Gruslys},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Deep Q-learning From Demonstrations},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {3223--3230},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11757},
doi = {10.1609/AAAI.V32I1.11757},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HesterVPLSPHQSO18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PerolatPP18,
author = {Julien P{\'{e}}rolat and
Bilal Piot and
Olivier Pietquin},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {Actor-Critic Fictitious Play in Simultaneous Move Multistage Games},
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 = {919--928},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/perolat18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:22 +0200},
biburl = {https://dblp.org/rec/conf/aistats/PerolatPP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/FortunatoAPMHOG18,
author = {Meire Fortunato and
Mohammad Gheshlaghi Azar and
Bilal Piot and
Jacob Menick and
Matteo Hessel and
Ian Osband and
Alex Graves and
Volodymyr Mnih and
R{\'{e}}mi Munos and
Demis Hassabis and
Olivier Pietquin and
Charles Blundell and
Shane Legg},
title = {Noisy Networks For Exploration},
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=rywHCPkAW},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/FortunatoAPMHOG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GruslysDAPBM18,
author = {Audrunas Gruslys and
Will Dabney and
Mohammad Gheshlaghi Azar and
Bilal Piot and
Marc G. Bellemare and
R{\'{e}}mi Munos},
title = {The Reactor: {A} fast and sample-efficient Actor-Critic agent for
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=rkHVZWZAZ},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GruslysDAPBM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-11593,
author = {Tobias Pohlen and
Bilal Piot and
Todd Hester and
Mohammad Gheshlaghi Azar and
Dan Horgan and
David Budden and
Gabriel Barth{-}Maron and
Hado van Hasselt and
John Quan and
Mel Vecer{\'{\i}}k and
Matteo Hessel and
R{\'{e}}mi Munos and
Olivier Pietquin},
title = {Observe and Look Further: Achieving Consistent Performance on Atari},
journal = {CoRR},
volume = {abs/1805.11593},
year = {2018},
url = {http://arxiv.org/abs/1805.11593},
eprinttype = {arXiv},
eprint = {1805.11593},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-11593.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-07802,
author = {Julien P{\'{e}}rolat and
Mateusz Malinowski and
Bilal Piot and
Olivier Pietquin},
title = {Playing the Game of Universal Adversarial Perturbations},
journal = {CoRR},
volume = {abs/1809.07802},
year = {2018},
url = {http://arxiv.org/abs/1809.07802},
eprinttype = {arXiv},
eprint = {1809.07802},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-07802.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-06407,
author = {Zhaohan Daniel Guo and
Mohammad Gheshlaghi Azar and
Bilal Piot and
Bernardo A. Pires and
Toby Pohlen and
R{\'{e}}mi Munos},
title = {Neural Predictive Belief Representations},
journal = {CoRR},
volume = {abs/1811.06407},
year = {2018},
url = {http://arxiv.org/abs/1811.06407},
eprinttype = {arXiv},
eprint = {1811.06407},
timestamp = {Sun, 25 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-06407.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/PiotGP17,
author = {Bilal Piot and
Matthieu Geist and
Olivier Pietquin},
title = {Bridging the Gap Between Imitation Learning and Inverse Reinforcement
Learning},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {28},
number = {8},
pages = {1814--1826},
year = {2017},
url = {https://doi.org/10.1109/TNNLS.2016.2543000},
doi = {10.1109/TNNLS.2016.2543000},
timestamp = {Mon, 09 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/PiotGP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PerolatSPP17,
author = {Julien P{\'{e}}rolat and
Florian Strub and
Bilal Piot and
Olivier Pietquin},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Learning Nash Equilibrium for General-Sum Markov Games from Batch
Data},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {232--241},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/perolat17a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/PerolatSPP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/StrubVMPCP17,
author = {Florian Strub and
Harm de Vries and
J{\'{e}}r{\'{e}}mie Mary and
Bilal Piot and
Aaron C. Courville and
Olivier Pietquin},
editor = {Carles Sierra},
title = {End-to-end optimization of goal-driven and visually grounded dialogue
systems},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {2765--2771},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/385},
doi = {10.24963/IJCAI.2017/385},
timestamp = {Tue, 20 Aug 2019 16:16:54 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/StrubVMPCP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GeistPP17,
author = {Matthieu Geist and
Bilal Piot and
Olivier Pietquin},
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 = {Is the Bellman residual a bad proxy?},
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 = {3205--3214},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/e0ab531ec312161511493b002f9be2ee-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/GeistPP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/StrubVMPCP17,
author = {Florian Strub and
Harm de Vries and
J{\'{e}}r{\'{e}}mie Mary and
Bilal Piot and
Aaron C. Courville and
Olivier Pietquin},
title = {End-to-end optimization of goal-driven and visually grounded dialogue
systems},
journal = {CoRR},
volume = {abs/1703.05423},
year = {2017},
url = {http://arxiv.org/abs/1703.05423},
eprinttype = {arXiv},
eprint = {1703.05423},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/StrubVMPCP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HesterVPLSPSDOA17,
author = {Todd Hester and
Matej Vecer{\'{\i}}k and
Olivier Pietquin and
Marc Lanctot and
Tom Schaul and
Bilal Piot and
Andrew Sendonaris and
Gabriel Dulac{-}Arnold and
Ian Osband and
John P. Agapiou and
Joel Z. Leibo and
Audrunas Gruslys},
title = {Learning from Demonstrations for Real World Reinforcement Learning},
journal = {CoRR},
volume = {abs/1704.03732},
year = {2017},
url = {http://arxiv.org/abs/1704.03732},
eprinttype = {arXiv},
eprint = {1704.03732},
timestamp = {Tue, 28 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HesterVPLSPSDOA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BorsaPMP17,
author = {Diana Borsa and
Bilal Piot and
R{\'{e}}mi Munos and
Olivier Pietquin},
title = {Observational Learning by Reinforcement Learning},
journal = {CoRR},
volume = {abs/1706.06617},
year = {2017},
url = {http://arxiv.org/abs/1706.06617},
eprinttype = {arXiv},
eprint = {1706.06617},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BorsaPMP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FortunatoAPMOGM17,
author = {Meire Fortunato and
Mohammad Gheshlaghi Azar and
Bilal Piot and
Jacob Menick and
Ian Osband and
Alex Graves and
Vlad Mnih and
R{\'{e}}mi Munos and
Demis Hassabis and
Olivier Pietquin and
Charles Blundell and
Shane Legg},
title = {Noisy Networks for Exploration},
journal = {CoRR},
volume = {abs/1706.10295},
year = {2017},
url = {http://arxiv.org/abs/1706.10295},
eprinttype = {arXiv},
eprint = {1706.10295},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FortunatoAPMOGM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VecerikHSWPPHRL17,
author = {Matej Vecer{\'{\i}}k and
Todd Hester and
Jonathan Scholz and
Fumin Wang and
Olivier Pietquin and
Bilal Piot and
Nicolas Heess and
Thomas Roth{\"{o}}rl and
Thomas Lampe and
Martin A. Riedmiller},
title = {Leveraging Demonstrations for Deep Reinforcement Learning on Robotics
Problems with Sparse Rewards},
journal = {CoRR},
volume = {abs/1707.08817},
year = {2017},
url = {http://arxiv.org/abs/1707.08817},
eprinttype = {arXiv},
eprint = {1707.08817},
timestamp = {Wed, 24 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VecerikHSWPPHRL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-02298,
author = {Matteo Hessel and
Joseph Modayil and
Hado van Hasselt and
Tom Schaul and
Georg Ostrovski and
Will Dabney and
Daniel Horgan and
Bilal Piot and
Mohammad Gheshlaghi Azar and
David Silver},
title = {Rainbow: Combining Improvements in Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/1710.02298},
year = {2017},
url = {http://arxiv.org/abs/1710.02298},
eprinttype = {arXiv},
eprint = {1710.02298},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-02298.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PerolatPSP16,
author = {Julien P{\'{e}}rolat and
Bilal Piot and
Bruno Scherrer and
Olivier Pietquin},
editor = {Arthur Gretton and
Christian C. Robert},
title = {On the Use of Non-Stationary Strategies for Solving Two-Player Zero-Sum
Markov Games},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {893--901},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/perolat16.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/PerolatPSP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/AsriPGLP16,
author = {Layla El Asri and
Bilal Piot and
Matthieu Geist and
Romain Laroche and
Olivier Pietquin},
editor = {Catholijn M. Jonker and
Stacy Marsella and
John Thangarajah and
Karl Tuyls},
title = {Score-based Inverse Reinforcement Learning},
booktitle = {Proceedings of the 2016 International Conference on Autonomous Agents
{\&} Multiagent Systems, Singapore, May 9-13, 2016},
pages = {457--465},
publisher = {{ACM}},
year = {2016},
url = {http://dl.acm.org/citation.cfm?id=2936991},
timestamp = {Fri, 20 May 2016 20:33:29 +0200},
biburl = {https://dblp.org/rec/conf/atal/AsriPGLP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PerolatPGSP16,
author = {Julien P{\'{e}}rolat and
Bilal Piot and
Matthieu Geist and
Bruno Scherrer and
Olivier Pietquin},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Softened Approximate Policy Iteration for Markov Games},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {1860--1868},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/perolat16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/PerolatPGSP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PiotGP16,
author = {Bilal Piot and
Matthieu Geist and
Olivier Pietquin},
title = {Difference of Convex Functions Programming Applied to Control with
Expert Data},
journal = {CoRR},
volume = {abs/1606.01128},
year = {2016},
url = {http://arxiv.org/abs/1606.01128},
eprinttype = {arXiv},
eprint = {1606.01128},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PiotGP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GeistPP16,
author = {Matthieu Geist and
Bilal Piot and
Olivier Pietquin},
title = {Should one minimize the expected Bellman residual or maximize the
mean value?},
journal = {CoRR},
volume = {abs/1606.07636},
year = {2016},
url = {http://arxiv.org/abs/1606.07636},
eprinttype = {arXiv},
eprint = {1606.07636},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GeistPP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PerolatSPP16,
author = {Julien P{\'{e}}rolat and
Florian Strub and
Bilal Piot and
Olivier Pietquin},
title = {Learning Nash Equilibrium for General-Sum Markov Games from Batch
Data},
journal = {CoRR},
volume = {abs/1606.08718},
year = {2016},
url = {http://arxiv.org/abs/1606.08718},
eprinttype = {arXiv},
eprint = {1606.08718},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PerolatSPP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PiotPG15,
author = {Bilal Piot and
Olivier Pietquin and
Matthieu Geist},
title = {Imitation Learning Applied to Embodied Conversational Agents},
booktitle = {Proceedings of the 4th Workshop on Machine Learning for Interactive
Systems, {MLIS} 2015, co-located with the 32nd International Conference
on Machine Learning {(ICML} 2015), Lille, France, July 11th, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {43},
pages = {1--5},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v43/piot15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/PiotPG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PerolatSPP15,
author = {Julien P{\'{e}}rolat and
Bruno Scherrer and
Bilal Piot and
Olivier Pietquin},
editor = {Francis R. Bach and
David M. Blei},
title = {Approximate Dynamic Programming for Two-Player Zero-Sum Markov Games},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1321--1329},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/perolat15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/PerolatSPP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/MunzerPGPL15,
author = {Thibaut Munzer and
Bilal Piot and
Matthieu Geist and
Olivier Pietquin and
Manuel Lopes},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {Inverse Reinforcement Learning in Relational Domains},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {3735--3741},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/525},
timestamp = {Tue, 20 Aug 2019 16:16:43 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/MunzerPGPL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/PiotGP14,
author = {Bilal Piot and
Matthieu Geist and
Olivier Pietquin},
editor = {Ana L. C. Bazzan and
Michael N. Huhns and
Alessio Lomuscio and
Paul Scerri},
title = {Boosted and reward-regularized classification for apprenticeship learning},
booktitle = {International conference on Autonomous Agents and Multi-Agent Systems,
{AAMAS} '14, Paris, France, May 5-9, 2014},
pages = {1249--1256},
publisher = {{IFAAMAS/ACM}},
year = {2014},
url = {http://dl.acm.org/citation.cfm?id=2617447},
timestamp = {Thu, 25 Sep 2014 07:46:15 +0200},
biburl = {https://dblp.org/rec/conf/atal/PiotGP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/PiotPG14,
author = {Bilal Piot and
Olivier Pietquin and
Matthieu Geist},
editor = {Haizhou Li and
Helen M. Meng and
Bin Ma and
Engsiong Chng and
Lei Xie},
title = {Predicting when to laugh with structured classification},
booktitle = {15th Annual Conference of the International Speech Communication Association,
{INTERSPEECH} 2014, Singapore, September 14-18, 2014},
pages = {1786--1790},
publisher = {{ISCA}},
year = {2014},
url = {https://doi.org/10.21437/Interspeech.2014-407},
doi = {10.21437/INTERSPEECH.2014-407},
timestamp = {Tue, 11 Jun 2024 16:45:43 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/PiotPG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PiotGP14,
author = {Bilal Piot and
Matthieu Geist and
Olivier Pietquin},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Difference of Convex Functions Programming for Reinforcement Learning},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {2519--2527},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/50905d7b2216bfeccb5b41016357176b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/PiotGP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PiotGP14,
author = {Bilal Piot and
Matthieu Geist and
Olivier Pietquin},
editor = {Toon Calders and
Floriana Esposito and
Eyke H{\"{u}}llermeier and
Rosa Meo},
title = {Boosted Bellman Residual Minimization Handling Expert Demonstrations},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8725},
pages = {549--564},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-44851-9\_35},
doi = {10.1007/978-3-662-44851-9\_35},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/PiotGP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ria/KleinPGP13,
author = {Edouard Klein and
Bilal Piot and
Matthieu Geist and
Olivier Pietquin},
title = {Classification structur{\'{e}}e pour l'apprentissage par renforcement
inverse},
journal = {Rev. d'Intelligence Artif.},
volume = {27},
number = {2},
pages = {155--169},
year = {2013},
url = {https://doi.org/10.3166/ria.27.155-169},
doi = {10.3166/RIA.27.155-169},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ria/KleinPGP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/NiewiadomskiHUPWPCPBDGLMPR13,
author = {Radoslaw Niewiadomski and
Jennifer Hofmann and
J{\'{e}}r{\^{o}}me Urbain and
Tracey Platt and
Johannes Wagner and
Bilal Piot and
H{\"{u}}seyin {\c{C}}akmak and
Sathish Pammi and
Tobias Baur and
St{\'{e}}phane Dupont and
Matthieu Geist and
Florian Lingenfelser and
Gary McKeown and
Olivier Pietquin and
Willibald Ruch},
editor = {Maria L. Gini and
Onn Shehory and
Takayuki Ito and
Catholijn M. Jonker},
title = {Laugh-aware virtual agent and its impact on user amusement},
booktitle = {International conference on Autonomous Agents and Multi-Agent Systems,
{AAMAS} '13, Saint Paul, MN, USA, May 6-10, 2013},
pages = {619--626},
publisher = {{IFAAMAS}},
year = {2013},
url = {http://dl.acm.org/citation.cfm?id=2485018},
timestamp = {Thu, 09 Sep 2021 16:09:54 +0200},
biburl = {https://dblp.org/rec/conf/atal/NiewiadomskiHUPWPCPBDGLMPR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip5-5/ManciniABBBDDDGLNPPPUVW13,
author = {Maurizio Mancini and
Laurent Ach and
Emeline Bantegnie and
Tobias Baur and
Nadia Berthouze and
Debajyoti Datta and
Yu Ding and
St{\'{e}}phane Dupont and
Harry J. Griffin and
Florian Lingenfelser and
Radoslaw Niewiadomski and
Catherine Pelachaud and
Olivier Pietquin and
Bilal Piot and
J{\'{e}}r{\^{o}}me Urbain and
Gualtiero Volpe and
Johannes Wagner},
editor = {Yves Rybarczyk and
Tiago Cardoso and
Jo{\~{a}}o Rosas and
Luis M. Camarinha{-}Matos},
title = {Laugh When You're Winning},
booktitle = {Innovative and Creative Developments in Multimodal Interaction Systems
- 9th {IFIP} {WG} 5.5 International Summer Workshop on Multimodal
Interfaces, eNTERFACE 2013, Lisbon, Portugal, July 15 - August 9,
2013. Proceedings},
series = {{IFIP} Advances in Information and Communication Technology},
volume = {425},
pages = {50--79},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-55143-7\_3},
doi = {10.1007/978-3-642-55143-7\_3},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ifip5-5/ManciniABBBDDDGLNPPPUVW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KleinPGP13,
author = {Edouard Klein and
Bilal Piot and
Matthieu Geist and
Olivier Pietquin},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {A Cascaded Supervised Learning Approach to Inverse Reinforcement Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {1--16},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_1},
doi = {10.1007/978-3-642-40988-2\_1},
timestamp = {Tue, 21 Mar 2023 21:00:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KleinPGP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PiotGP13,
author = {Bilal Piot and
Matthieu Geist and
Olivier Pietquin},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Learning from Demonstrations: Is It Worth Estimating a Reward Function?},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {17--32},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_2},
doi = {10.1007/978-3-642-40988-2\_2},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/PiotGP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KleinGPP12,
author = {Edouard Klein and
Matthieu Geist and
Bilal Piot and
Olivier Pietquin},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Inverse Reinforcement Learning through Structured Classification},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {1016--1024},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/559cb990c9dffd8675f6bc2186971dc2-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KleinGPP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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