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ArticlesPeer ReviewedFull Text
Revisiting the Arcade Learning Environment: Evaluation Protocols and Open Problems for General Agents
Author / Creator:Machado, Marlos C. ; Bellemare, Marc G. ; Talvitie, Erik ; Veness, Joel ; Hausknecht, Matthew ; Bowling, Michael
Publisher:San Francisco: AI Access Foundation
Journal title:The Journal of artificial intelligence research, 2018-03, Vol.61, p.523-562
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ReviewsFull Text
Bellemare, Marc G.: Distributional reinforcement learning
Author / Creator:Brzezinski, J
Publisher:American Library Association CHOICE
Journal title:Choice (Middletown), 2024, Vol.61 (5), p.567
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ArticlesPeer ReviewedFull Text
Autonomous navigation of stratospheric balloons using reinforcement learning
Author / Creator:Bellemare, Marc G. ; Candido, Salvatore ; Castro, Pablo Samuel ; Gong, Jun ; Machado, Marlos C. ; Moitra, Subhodeep ; Ponda, Sameera S. ; Wang, Ziyu
Publisher:London: Nature Publishing Group UK
Journal title:Nature (London), 2020-12, Vol.588 (7836), p.77-82
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ArticlesPeer ReviewedFull Text
Human-level control through deep reinforcement learning
Author / Creator:Mnih, Volodymyr ; Kavukcuoglu, Koray ; Silver, David ; Rusu, Andrei A. ; Veness, Joel ; Bellemare, Marc G. ; Graves, Alex ; Riedmiller, Martin ; Fidjeland, Andreas K. ; Ostrovski, Georg ; Petersen, Stig ; Beattie, Charles ; Sadik, Amir ; Antonoglou, Ioannis ; King, Helen ; Kumaran, Dharshan ; Wierstra, Daan ; Legg, Shane ; Hassabis, Demis
Publisher:London: Nature Publishing Group UK
Journal title:Nature (London), 2015-02, Vol.518 (7540), p.529-533
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ArticlesPeer ReviewedFull Text
Learning and Controlling Silicon Dopant Transitions in Graphene Using Scanning Transmission Electron Microscopy
Author / Creator:Schwarzer, Max ; Farebrother, Jesse ; Greaves, Joshua ; Cubuk, Ekin Dogus ; Agarwal, Rishabh ; Courville, Aaron ; Bellemare, Marc G. ; Kalinin, Sergei ; Mordatch, Igor ; Castro, Pablo Samuel ; Roccapriore, Kevin M.
Publisher:Germany: Wiley Blackwell (John Wiley & Sons)
Journal title:Advanced materials interfaces, 2025-05, Vol.12 (11), p.n/a
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ArticlesPeer ReviewedFull Text
The Arcade Learning Environment: An Evaluation Platform for General Agents
Author / Creator:Bellemare, M. G. ; Naddaf, Y. ; Veness, J. ; Bowling, M.
Publisher:San Francisco: AI Access Foundation
Journal title:The Journal of artificial intelligence research, 2013-01, Vol.47, p.253-279
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ArticlesFull Text
Controlling Large Language Model Agents with Entropic Activation Steering
Author / Creator:Rahn, Nate ; D'Oro, Pierluca ; Bellemare, Marc G
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-10
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ArticlesFull Text
Distributional Hamilton-Jacobi-Bellman Equations for Continuous-Time Reinforcement Learning
Author / Creator:Harley Wiltzer ; Meger, David ; Bellemare, Marc G
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2022-06
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ArticlesFull Text
Representations for Stable Off-Policy Reinforcement Learning
Author / Creator:Ghosh, Dibya ; Bellemare, Marc G
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2020-10
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ArticlesFull Text
Action Gaps and Advantages in Continuous-Time Distributional Reinforcement Learning
Author / Creator:Harley Wiltzer ; Bellemare, Marc G ; Meger, David ; Shafto, Patrick ; Jhaveri, Yash
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-10
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ArticlesFull Text
The Importance of Pessimism in Fixed-Dataset Policy Optimization
Author / Creator:Buckman, Jacob ; Gelada, Carles ; Bellemare, Marc G
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2020-11
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ArticlesFull Text
Policy Optimization in a Noisy Neighborhood: On Return Landscapes in Continuous Control
Author / Creator:Rahn, Nate ; D'Oro, Pierluca ; Harley Wiltzer ; Bacon, Pierre-Luc ; Bellemare, Marc G
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-04
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ArticlesFull Text
Off-Policy Deep Reinforcement Learning by Bootstrapping the Covariate Shift
Author / Creator:Gelada, Carles ; Bellemare, Marc G
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2019-01
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ArticlesFull Text
An Analysis of Quantile Temporal-Difference Learning
Author / Creator:Rowland, Mark ; Munos, Rémi ; Azar, Mohammad Gheshlaghi ; Tang, Yunhao ; Ostrovski, Georg ; Harutyunyan, Anna ; Tuyls, Karl ; Bellemare, Marc G ; Dabney, Will
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-05
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ArticlesFull Text
Bootstrapped Representations in Reinforcement Learning
Author / Creator:Charline Le Lan ; Tu, Stephen ; Rowland, Mark ; Harutyunyan, Anna ; Agarwal, Rishabh ; Bellemare, Marc G ; Dabney, Will
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-06
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ArticlesFull Text
The Statistical Benefits of Quantile Temporal-Difference Learning for Value Estimation
Author / Creator:Rowland, Mark ; Tang, Yunhao ; Lyle, Clare ; Munos, Rémi ; Bellemare, Marc G ; Dabney, Will
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-05
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ArticlesFull Text
A Distributional Analogue to the Successor Representation
Author / Creator:Harley Wiltzer ; Farebrother, Jesse ; Gretton, Arthur ; Tang, Yunhao ; Barreto, André ; Dabney, Will ; Bellemare, Marc G ; Rowland, Mark
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-02
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ArticlesFull Text
A Novel Stochastic Gradient Descent Algorithm for Learning Principal Subspaces
Author / Creator:Charline Le Lan ; Greaves, Joshua ; Farebrother, Jesse ; Rowland, Mark ; Pedregosa, Fabian ; Agarwal, Rishabh ; Bellemare, Marc G
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2022-12
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ArticlesFull Text
An Introduction to Deep Reinforcement Learning
Author / Creator:Francois-Lavet, Vincent ; Henderson, Peter ; Islam, Riashat ; Bellemare, Marc G ; Pineau, Joelle
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2018-12
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ArticlesFull Text
Metrics and continuity in reinforcement learning
Author / Creator:Charline Le Lan ; Bellemare, Marc G ; Castro, Pablo Samuel
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2021-02
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Revisiting the Arcade Learning Environment: Evaluation Protocols and Open Problems for General Agents

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Bellemare, Marc G.: Distributional reinforcement learning

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Autonomous navigation of stratospheric balloons using reinforcement learning

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Human-level control through deep reinforcement learning

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Learning and Controlling Silicon Dopant Transitions in Graphene Using Scanning Transmission Electron Microscopy

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The Arcade Learning Environment: An Evaluation Platform for General Agents

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Controlling Large Language Model Agents with Entropic Activation Steering

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Distributional Hamilton-Jacobi-Bellman Equations for Continuous-Time Reinforcement Learning

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Representations for Stable Off-Policy Reinforcement Learning

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Action Gaps and Advantages in Continuous-Time Distributional Reinforcement Learning

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The Importance of Pessimism in Fixed-Dataset Policy Optimization

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Policy Optimization in a Noisy Neighborhood: On Return Landscapes in Continuous Control

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Off-Policy Deep Reinforcement Learning by Bootstrapping the Covariate Shift

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An Analysis of Quantile Temporal-Difference Learning

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Bootstrapped Representations in Reinforcement Learning

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The Statistical Benefits of Quantile Temporal-Difference Learning for Value Estimation

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A Distributional Analogue to the Successor Representation

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A Novel Stochastic Gradient Descent Algorithm for Learning Principal Subspaces

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An Introduction to Deep Reinforcement Learning

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Metrics and continuity in reinforcement learning

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