Near-Optimal Deployment Efficiency in Reward-Free Reinforcement Learning with Linear Function Approximation

3 October 2022

Papers citing "Near-Optimal Deployment Efficiency in Reward-Free Reinforcement Learning with Linear Function Approximation"

5 / 5 papers shown

Title
Policy Finetuning in Reinforcement Learning via Design of Experiments using Offline Data Ruiqi Zhang Andrea Zanette OffRL OnRL 40 7 0 10 Jul 2023
Offline Reinforcement Learning with Differential Privacy Dan Qiao Yu-Xiang Wang OffRL 39 23 0 02 Jun 2022
First-Order Regret in Reinforcement Learning with Linear Function Approximation: A Robust Estimation Approach Andrew Wagenmaker Yifang Chen Max Simchowitz S. Du Kevin G. Jamieson 73 36 0 07 Dec 2021
Provably Efficient Reinforcement Learning with Linear Function Approximation Under Adaptivity Constraints Chi Jin Zhuoran Yang Zhaoran Wang OffRL 122 166 0 06 Jan 2021
Reward-Free Exploration for Reinforcement Learning Chi Jin A. Krishnamurthy Max Simchowitz Tiancheng Yu OffRL 112 194 0 07 Feb 2020