First-Order Regret in Reinforcement Learning with Linear Function Approximation: A Robust Estimation Approach

von Wagenmaker, Andrew J.
Veröffentlicht in International Conference on Machine Learning (39. : 2022 : Baltimore, Md.; Online) International Conference on Machine Learning (ICML 2022) ; Part 27 of 33 (2023)

Reward-Free RL is No Harder than Reward-Aware RL in Linear Markov Decision Processes

von Wagenmaker, Andrew J.
Veröffentlicht in International Conference on Machine Learning (39. : 2022 : Baltimore, Md.; Online) International Conference on Machine Learning (ICML 2022) ; Part 27 of 33 (2023)