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2020 – today
- 2024
[c4]Mark Towers
, Yali Du, Christopher T. Freeman, Timothy J. Norman:
Explaining an Agent's Future Beliefs Through Temporally Decomposing Future Reward Estimators. ECAI 2024: 2790-2797- [c3]Mark Towers, Yali Du, Christopher T. Freeman, Timothy J. Norman:
Temporal Explanations of Deep Reinforcement Learning Agents. EXTRAAMAS 2024: 99-115 - [i4]Shengyi Huang, Quentin Gallouédec, Florian Felten, Antonin Raffin, Rousslan Fernand Julien Dossa, Yanxiao Zhao, Ryan Sullivan, Viktor Makoviychuk, Denys Makoviichuk, Mohamad H. Danesh, Cyril Roumégous, Jiayi Weng, Chufan Chen, Md Masudur Rahman, João G. M. Araújo, Guorui Quan, Daniel Tan, Timo Klein, Rujikorn Charakorn, Mark Towers, Yann Berthelot, Kinal Mehta, Dipam Chakraborty, Arjun KG, Valentin Charraut, Chang Ye, Zichen Liu, Lucas N. Alegre, Alexander Nikulin, Xiao Hu, Tianlin Liu, Jongwook Choi, Brent Yi:
Open RL Benchmark: Comprehensive Tracked Experiments for Reinforcement Learning. CoRR abs/2402.03046 (2024) - [i3]Mark Towers, Ariel Kwiatkowski, Jordan K. Terry, John U. Balis, Gianluca De Cola, Tristan Deleu, Manuel Goulão, Andreas Kallinteris, Markus Krimmel, Arjun KG, Rodrigo Perez-Vicente, Andrea Pierré, Sander Schulhoff, Jun Jet Tai, Hannah Tan, Omar G. Younis:
Gymnasium: A Standard Interface for Reinforcement Learning Environments. CoRR abs/2407.17032 (2024) - [i2]Mark Towers, Yali Du, Christopher T. Freeman, Timothy J. Norman:
Explaining an Agent's Future Beliefs through Temporally Decomposing Future Reward Estimators. CoRR abs/2408.08230 (2024) - 2023
- [c2]Maxime Chevalier-Boisvert, Bolun Dai, Mark Towers, Rodrigo Perez-Vicente, Lucas Willems, Salem Lahlou, Suman Pal, Pablo Samuel Castro, Jordan K. Terry:
Minigrid & Miniworld: Modular & Customizable Reinforcement Learning Environments for Goal-Oriented Tasks. NeurIPS 2023 - [i1]Maxime Chevalier-Boisvert, Bolun Dai, Mark Towers, Rodrigo de Lazcano, Lucas Willems, Salem Lahlou, Suman Pal, Pablo Samuel Castro, Jordan K. Terry:
Minigrid & Miniworld: Modular & Customizable Reinforcement Learning Environments for Goal-Oriented Tasks. CoRR abs/2306.13831 (2023) - 2021
- [c1]Caroline Rublein, Fidan Mehmeti, Mark Towers, Sebastian Stein, Thomas F. La Porta:
Online Resource Allocation in Edge Computing Using Distributed Bidding Approaches. MASS 2021: 225-233
Coauthor Index
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