Non-stationary Reinforcement Learning under General Function Approximation

1 June 2023

Ming Yin

Papers citing "Non-stationary Reinforcement Learning under General Function Approximation"

4 / 4 papers shown

Title
Predictive Control and Regret Analysis of Non-Stationary MDP with Look-ahead Information Ziyi Zhang Yorie Nakahira Guannan Qu 36 1 0 13 Sep 2024
Offline Reinforcement Learning with Differentiable Function Approximation is Provably Efficient Ming Yin Mengdi Wang Yu-Xiang Wang OffRL 77 12 0 03 Oct 2022
A General Framework for Sample-Efficient Function Approximation in Reinforcement Learning Zixiang Chen C. J. Li An Yuan Quanquan Gu Michael I. Jordan OffRL 113 26 0 30 Sep 2022
Efficient Learning in Non-Stationary Linear Markov Decision Processes Ahmed Touati Pascal Vincent 37 29 0 24 Oct 2020