On the Sample Complexity of Vanilla Model-Based Offline Reinforcement
Learning with Dependent Samples

On the Sample Complexity of Vanilla Model-Based Offline Reinforcement Learning with Dependent Samples

7 March 2023

Mustafa O. Karabag

Ufuk Topcu

Papers citing "On the Sample Complexity of Vanilla Model-Based Offline Reinforcement Learning with Dependent Samples"

4 / 4 papers shown

Title
A2PO: Towards Effective Offline Reinforcement Learning from an Advantage-aware Perspective Yunpeng Qing Shunyu Liu Jingyuan Cong Kaixuan Chen Yihe Zhou Mingli Song OffRL 37 1 0 12 Mar 2024
Pessimistic Model-based Offline Reinforcement Learning under Partial Coverage Masatoshi Uehara Wen Sun OffRL 98 9 0 13 Jul 2021
Identity Concealment Games: How I Learned to Stop Revealing and Love the Coincidences Mustafa O. Karabag Melkior Ornik Ufuk Topcu 40 3 0 12 May 2021
COMBO: Conservative Offline Model-Based Policy Optimization Tianhe Yu Aviral Kumar Rafael Rafailov Aravind Rajeswaran Sergey Levine Chelsea Finn OffRL 219 415 0 16 Feb 2021