PROVABLY EFFICIENT REINFORCEMENT LEARNING FOR DISCOUNTED MDPS WITH FEATURE MAPPING

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

Nearly Minimax Optimal Reinforcement Learning for Discounted MDPs

von He, Jiafan
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 27 of 36 (2022)

On the Sample Complexity of Learning Infinite-Horizon Discounted Linear Kernel MDPs

von Chen, Yuanzhou
Veröffentlicht in International Conference on Machine Learning (39. : 2022 : Baltimore, Md.; Online) International Conference on Machine Learning (ICML 2022) ; Part 4 of 33 (2023)

LOGARITHMIC REGRET FOR REINFORCEMENT LEARNING WITH LINEAR FUNCTION APPROXIMATION

von HE, JIAFAN
Veröffentlicht in International Conference on Machine Learning (38. : 2021 : Online) International Conference on Machine Learning (ICML 2021 ; Part 6 of 16 (2022)

Uniform-PAC Bounds for Reinforcement Learning with Linear Function Approximation

von He, Jiafan
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 17 of 36 (2022)

A Simple and Provably Efficient Algorithm for Asynchronous Federated Contextual Linear Bandits

von He, Jiafan
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 7 of 50 (2023)

Nearly Optimal Algorithms for Linear Contextual Bandits with Adversarial Corruptions

von He, Jiafan
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 45 of 50 (2023)

Learning Stochastic Shortest Path with Linear Function Approximation

von Min, Yifei
Veröffentlicht in International Conference on Machine Learning (39. : 2022 : Baltimore, Md.; Online) International Conference on Machine Learning (ICML 2022) ; Part 19 of 33 (2023)

Accurate Decision-Making Method for Air Combat Pilots Based on Data-Driven

von Mao, Yiming
Veröffentlicht in DMBD (7. : 2022 : Peking) Data mining and big data ; Part 2 (2022)