MICRO: Model-Based Offline Reinforcement Learning with a Conservative Bellman Operator

7 December 2023

Papers citing "MICRO: Model-Based Offline Reinforcement Learning with a Conservative Bellman Operator"

8 / 8 papers shown

Title
CROP: Conservative Reward for Model-based Offline Policy Optimization Hao Li Xiaohu Zhou Xiaoliang Xie Shiqi Liu Zhen-Qiu Feng ... Mei-Jiang Gui Tian-Yu Xiang De-Xing Huang Bo-Xian Yao Zeng-Guang Hou OffRL 20 2 0 26 Oct 2023
DOMAIN: MilDly COnservative Model-BAsed OfflINe Reinforcement Learning Xiao-Yin Liu Xiao-Hu Zhou Xiaoliang Xie Shiqi Liu Zhen-Qiu Feng Hao Li Mei-Jiang Gui Tian-Yu Xiang De-Xing Huang Zeng-Guang Hou OffRL OOD 6 5 0 16 Sep 2023
Adversarial Model for Offline Reinforcement Learning M. Bhardwaj Tengyang Xie Byron Boots Nan Jiang Ching-An Cheng AAML OffRL 27 25 0 21 Feb 2023
Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble Gaon An Seungyong Moon Jang-Hyun Kim Hyun Oh Song OffRL 95 261 0 04 Oct 2021
Online Robust Reinforcement Learning with Model Uncertainty Yue Wang Shaofeng Zou OOD OffRL 68 96 0 29 Sep 2021
Pessimistic Model-based Offline Reinforcement Learning under Partial Coverage Masatoshi Uehara Wen Sun OffRL 91 144 0 13 Jul 2021
COMBO: Conservative Offline Model-Based Policy Optimization Tianhe Yu Aviral Kumar Rafael Rafailov Aravind Rajeswaran Sergey Levine Chelsea Finn OffRL 197 412 0 16 Feb 2021
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 321 1,944 0 04 May 2020