Near-optimal Offline Reinforcement Learning with Linear Representation: Leveraging Variance Information with Pessimism

11 March 2022

Ming Yin

Mengdi Wang

Papers citing "Near-optimal Offline Reinforcement Learning with Linear Representation: Leveraging Variance Information with Pessimism"

2 / 52 papers shown

Title
Variance-Aware Regret Bounds for Undiscounted Reinforcement Learning in MDPs M. S. Talebi Odalric-Ambrym Maillard 59 73 0 05 Mar 2018
Contextual Decision Processes with Low Bellman Rank are PAC-Learnable Nan Jiang A. Krishnamurthy Alekh Agarwal John Langford Robert Schapire 161 421 0 29 Oct 2016