On Sample-Efficient Offline Reinforcement Learning: Data Diversity, Posterior Sampling, and Beyond

6 January 2024

Thanh Nguyen-Tang

Papers citing "On Sample-Efficient Offline Reinforcement Learning: Data Diversity, Posterior Sampling, and Beyond"

4 / 4 papers shown

Title
On The Statistical Complexity of Offline Decision-Making Thanh Nguyen-Tang R. Arora OffRL 43 1 0 10 Jan 2025
Optimal Conservative Offline RL with General Function Approximation via Augmented Lagrangian Paria Rashidinejad Hanlin Zhu Kunhe Yang Stuart J. Russell Jiantao Jiao OffRL 33 26 0 01 Nov 2022
A Self-Play Posterior Sampling Algorithm for Zero-Sum Markov Games Wei Xiong Han Zhong Chengshuai Shi Cong Shen Tong Zhang 58 18 0 04 Oct 2022
Pessimistic Model-based Offline Reinforcement Learning under Partial Coverage Masatoshi Uehara Wen Sun OffRL 96 144 0 13 Jul 2021