Pessimistic Model Selection for Offline Deep Reinforcement Learning

29 November 2021

Papers citing "Pessimistic Model Selection for Offline Deep Reinforcement Learning"

5 / 5 papers shown

Title
Policy Expansion for Bridging Offline-to-Online Reinforcement Learning Haichao Zhang Weiwen Xu Haonan Yu CLL OffRL OnRL 22 62 0 02 Feb 2023
Policy-Adaptive Estimator Selection for Off-Policy Evaluation Takuma Udagawa Haruka Kiyohara Yusuke Narita Yuta Saito Keisuke Tateno OffRL 9 22 0 25 Nov 2022
Bellman Residual Orthogonalization for Offline Reinforcement Learning Andrea Zanette Martin J. Wainwright OffRL 12 8 0 24 Mar 2022
An Offline Risk-aware Policy Selection Method for Bayesian Markov Decision Processes Giorgio Angelotti Nicolas Drougard Caroline Ponzoni Carvalho Chanel OffRL 11 0 0 27 May 2021
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 329 1,944 0 04 May 2020