Provably Efficient Offline Reinforcement Learning with Trajectory-Wise Reward

13 June 2022

Papers citing "Provably Efficient Offline Reinforcement Learning with Trajectory-Wise Reward"

6 / 6 papers shown

Title
Preference-Guided Reinforcement Learning for Efficient Exploration Guojian Wang Faguo Wu Xiao Zhang Tianyuan Chen Xuyang Chen Lin Zhao 40 0 0 09 Jul 2024
Near-Optimal Regret in Linear MDPs with Aggregate Bandit Feedback Asaf B. Cassel Haipeng Luo Aviv A. Rosenberg Dmitry Sotnikov OffRL 31 3 0 13 May 2024
VIPeR: Provably Efficient Algorithm for Offline RL with Neural Function Approximation Thanh Nguyen-Tang R. Arora OffRL 46 5 0 24 Feb 2023
Principled Reinforcement Learning with Human Feedback from Pairwise or $K$ -wise Comparisons Banghua Zhu Jiantao Jiao Michael I. Jordan OffRL 33 181 0 26 Jan 2023
Provably Efficient Reinforcement Learning with Linear Function Approximation Under Adaptivity Constraints Chi Jin Zhuoran Yang Zhaoran Wang OffRL 122 166 0 06 Jan 2021
Learning Guidance Rewards with Trajectory-space Smoothing Tanmay Gangwani Yuanshuo Zhou Jian Peng 26 33 0 23 Oct 2020