Reinforcement Learning in Low-Rank MDPs with Density Features

4 February 2023

Papers citing "Reinforcement Learning in Low-Rank MDPs with Density Features"

4 / 4 papers shown

Title
When is Agnostic Reinforcement Learning Statistically Tractable? Zeyu Jia Gene Li Alexander Rakhlin Ayush Sekhari Nathan Srebro OffRL 27 5 0 09 Oct 2023
Beyond the Return: Off-policy Function Estimation under User-specified Error-measuring Distributions Audrey Huang Nan Jiang OffRL 51 9 0 27 Oct 2022
Model-free Representation Learning and Exploration in Low-rank MDPs Aditya Modi Jinglin Chen A. Krishnamurthy Nan Jiang Alekh Agarwal OffRL 102 78 0 14 Feb 2021
Reward-Free Exploration for Reinforcement Learning Chi Jin A. Krishnamurthy Max Simchowitz Tiancheng Yu OffRL 112 194 0 07 Feb 2020