Settling the Sample Complexity of Model-Based Offline Reinforcement Learning

11 April 2022

Papers citing "Settling the Sample Complexity of Model-Based Offline Reinforcement Learning"

4 / 54 papers shown

Title
$Pessimism for Offline Linear Contextual Bandits using $\ell_p$ Confidence Sets$ Pessimism for Offline Linear Contextual Bandits using $\ell_p$ Confidence Sets Gen Li Cong Ma Nathan Srebro OffRL 36 12 0 21 May 2022
The Efficacy of Pessimism in Asynchronous Q-Learning Yuling Yan Gen Li Yuxin Chen Jianqing Fan OffRL 78 40 0 14 Mar 2022
Testing Stationarity and Change Point Detection in Reinforcement Learning Mengbing Li C. Shi Zhanghua Wu Piotr Fryzlewicz OffRL 42 9 0 03 Mar 2022
Pessimistic Q-Learning for Offline Reinforcement Learning: Towards Optimal Sample Complexity Laixi Shi Gen Li Yuting Wei Yuxin Chen Yuejie Chi OffRL 41 90 0 28 Feb 2022