Bellman Residual Orthogonalization for Offline Reinforcement Learning

24 March 2022

Papers citing "Bellman Residual Orthogonalization for Offline Reinforcement Learning"

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 Minimax Soft-Q-learning Under Realizability and Partial Coverage Masatoshi Uehara Nathan Kallus Jason D. Lee Wen Sun OffRL 42 5 0 05 Feb 2023
When is Realizability Sufficient for Off-Policy Reinforcement Learning? Andrea Zanette OffRL 16 14 0 10 Nov 2022
On the Statistical Efficiency of Reward-Free Exploration in Non-Linear RL Jinglin Chen Aditya Modi A. Krishnamurthy Nan Jiang Alekh Agarwal 38 25 0 21 Jun 2022
Pessimistic Model-based Offline Reinforcement Learning under Partial Coverage Masatoshi Uehara Wen Sun OffRL 96 144 0 13 Jul 2021