The Difficulty of Passive Learning in Deep Reinforcement Learning

von Ostrovski, Georg
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 28 of 36 (2022)

Distributional reinforcement learning

von Bellemare, Marc G.
Veröffentlicht 2023

Learning Dynamics and Generalization in Deep Reinforcement Learning

von Lyle, Clare
Veröffentlicht in International Conference on Machine Learning (39. : 2022 : Baltimore, Md.; Online) International Conference on Machine Learning (ICML 2022) ; Part 18 of 33 (2023)

Generalised Policy Improvement with Geometric Policy Composition

von Thakoor, Shantanu
Veröffentlicht in International Conference on Machine Learning (39. : 2022 : Baltimore, Md.; Online) International Conference on Machine Learning (ICML 2022) ; Part 26 of 33 (2023)

The Nature of Temporal Difference Errors in Multi-step Distributional Reinforcement Learning

von Tang, Yunhao
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 39 of 50 (2023)

REVISITING FUNDAMENTALS OF EXPERIENCE REPLAY

von Fedus, William
Veröffentlicht in International Conference on Machine Learning (37. : 2020 : Online) 37th International Conference on Machine Learning (ICML 2020) ; Part 4 of 15 (2021)

On the Expressivity of Markov Reward

von Abel, David
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 10 of 36 (2022)

REVISITING PENG'S Q() FOR MODERN REINFORCEMENT LEARNING

von KOZUNO, TADASHI
Veröffentlicht in International Conference on Machine Learning (38. : 2021 : Online) International Conference on Machine Learning (ICML 2021 ; Part 8 of 16 (2022)

A GEOMETRIC PERSPECTIVE ON OPTIMAL REPRESENTATIONS FOR REINFORCEMENT LEARNING

von Bellemare, Marc
Veröffentlicht in NeurIPS (33. : 2019 : Vancouver, British Columbia) 32nd Conference on Neural Information Processing Systems (NeurIPS 2019) ; Volume 6 of 20 (2020)

HINDSIGHT CREDIT ASSIGNMENT

von Harutyunyan, Anna
Veröffentlicht in NeurIPS (33. : 2019 : Vancouver, British Columbia) 32nd Conference on Neural Information Processing Systems (NeurIPS 2019) ; Volume 16 of 20 (2020)

COUNTERFACTUAL CREDIT ASSIGNMENT IN MODEL-FREE REINFORCEMENT LEARNING

von MESNARD, THOMAS
Veröffentlicht in International Conference on Machine Learning (38. : 2021 : Online) International Conference on Machine Learning (ICML 2021 ; Part 10 of 16 (2022)