Nonstationary Reinforcement Learning with Linear Function Approximation

8 October 2020

Papers citing "Nonstationary Reinforcement Learning with Linear Function Approximation"

8 / 8 papers shown

Title
Online Reinforcement Learning in Periodic MDP Ayush Aniket Arpan Chattopadhyay 19 2 0 16 Mar 2023
Off-Policy Evaluation for Action-Dependent Non-Stationary Environments Yash Chandak Shiv Shankar Nathaniel D. Bastian Bruno Castro da Silva Emma Brunskil Philip S. Thomas OffRL 16 6 0 24 Jan 2023
Dynamic Regret of Online Markov Decision Processes Peng Zhao Longfei Li Zhi-Hua Zhou OffRL 22 17 0 26 Aug 2022
Near-Optimal Goal-Oriented Reinforcement Learning in Non-Stationary Environments Liyu Chen Haipeng Luo 33 8 0 25 May 2022
Model-free Representation Learning and Exploration in Low-rank MDPs Aditya Modi Jinglin Chen A. Krishnamurthy Nan Jiang Alekh Agarwal OffRL 98 78 0 14 Feb 2021
Efficient Learning in Non-Stationary Linear Markov Decision Processes Ahmed Touati Pascal Vincent 32 29 0 24 Oct 2020
Improved Worst-Case Regret Bounds for Randomized Least-Squares Value Iteration Priyank Agrawal Jinglin Chen Nan Jiang 24 18 0 23 Oct 2020
Weighted Linear Bandits for Non-Stationary Environments Yoan Russac Claire Vernade Olivier Cappé 77 101 0 19 Sep 2019