Offline Reinforcement Learning with Causal Structured World Models

3 June 2022

Papers citing "Offline Reinforcement Learning with Causal Structured World Models"

5 / 5 papers shown

Title
BECAUSE: Bilinear Causal Representation for Generalizable Offline Model-based Reinforcement Learning Hao-ming Lin Wenhao Ding Jian Chen Laixi Shi Jiacheng Zhu Bo-wen Li Ding Zhao OffRL CML 59 0 0 15 Jul 2024
Beware of Instantaneous Dependence in Reinforcement Learning Zhengmao Zhu Yu-Ren Liu Hong Tian Yang Yu Kun Zhang OffRL 36 1 0 09 Mar 2023
Model-based Reinforcement Learning with Multi-step Plan Value Estimation Hao-Chu Lin Yihao Sun Jiajin Zhang Yang Yu OffRL 37 7 0 12 Sep 2022
A Survey on Model-based Reinforcement Learning Fan Luo Tian Xu Hang Lai Xiong-Hui Chen Weinan Zhang Yang Yu OffRL LRM 53 101 0 19 Jun 2022
Building machines that adapt and compute like brains Brenden M. Lake J. Tenenbaum AI4CE FedML NAI AILaw 254 889 0 11 Nov 2017