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Revisiting the Arcade Learning Environment: Evaluation Protocols and Open Problems for General Agents.

, , , , , and . J. Artif. Intell. Res., (2018)

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The Value Function Polytope in Reinforcement Learning., , , , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 1486-1495. PMLR, (2019)An Introduction to Deep Reinforcement Learning., , , , and . Foundations and Trends in Machine Learning, 11 (3-4): 219-354 (2018)Hyperbolic Discounting and Learning over Multiple Horizons, , , , and . (2019)cite arxiv:1902.06865.Zooming for Efficient Model-Free Reinforcement Learning in Metric Spaces., , and . CoRR, (2020)Approximate Exploration through State Abstraction., , and . CoRR, (2018)A Distributional Analysis of Sampling-Based Reinforcement Learning Algorithms., , , and . AISTATS, volume 108 of Proceedings of Machine Learning Research, page 4357-4366. PMLR, (2020)An Atari Model Zoo for Analyzing, Visualizing, and Comparing Deep Reinforcement Learning Agents., , , , , , , , , and . CoRR, (2018)A Novel Stochastic Gradient Descent Algorithm for Learning Principal Subspaces., , , , , , and . CoRR, (2022)Small batch deep reinforcement learning., , and . CoRR, (2023)A Comparative Analysis of Expected and Distributional Reinforcement Learning., , and . AAAI, page 4504-4511. AAAI Press, (2019)