Offline Reinforcement Learning with Reverse Model-based Imagination

Offline Reinforcement Learning with Reverse Model-based Imagination

1 October 2021

Siyuan Li

Papers citing "Offline Reinforcement Learning with Reverse Model-based Imagination"

14 / 14 papers shown

Title
Extendable Long-Horizon Planning via Hierarchical Multiscale Diffusion Chang Chen Hany Hamed Doojin Baek Taegu Kang Yoshua Bengio Sungjin Ahn 54 0 0 25 Mar 2025
Model-Based Offline Reinforcement Learning with Reliability-Guaranteed Sequence Modeling Shenghong He OffRL 192 0 0 10 Feb 2025
Overcoming Slow Decision Frequencies in Continuous Control: Model-Based Sequence Reinforcement Learning for Model-Free Control Devdhar Patel H. Siegelmann OffRL 37 0 0 11 Oct 2024
Looking Backward: Retrospective Backward Synthesis for Goal-Conditioned GFlowNets Haoran He C. Chang Huazhe Xu Ling Pan 89 6 0 03 Jun 2024
State-Constrained Offline Reinforcement Learning Charles A. Hepburn Yue Jin Giovanni Montana OffRL 37 0 0 23 May 2024
From Past to Future: Rethinking Eligibility Traces Dhawal Gupta Scott M. Jordan Shreyas Chaudhari Bo Liu Philip S. Thomas Bruno Castro da Silva 19 2 0 20 Dec 2023
Backward Learning for Goal-Conditioned Policies Marc Höftmann Jan Robine Stefan Harmeling 34 1 0 08 Dec 2023
Environment Transformer and Policy Optimization for Model-Based Offline Reinforcement Learning Pengqin Wang Meixin Zhu Shaojie Shen OffRL 33 1 0 07 Mar 2023
The Provable Benefits of Unsupervised Data Sharing for Offline Reinforcement Learning Haotian Hu Yiqin Yang Qianchuan Zhao Chongjie Zhang OffRL 11 5 0 27 Feb 2023
Neural Laplace Control for Continuous-time Delayed Systems Samuel Holt Alihan Huyuk Zhaozhi Qian Hao Sun M. Schaar OffRL 29 10 0 24 Feb 2023
A Survey on Model-based Reinforcement Learning Fan Luo Tian Xu Hang Lai Xiong-Hui Chen Weinan Zhang Yang Yu OffRL LRM 50 101 0 19 Jun 2022
Rethinking Goal-conditioned Supervised Learning and Its Connection to Offline RL Rui Yang Yiming Lu Wenzhe Li Hao Sun Meng Fang Yali Du Xiu Li Lei Han Chongjie Zhang OffRL 46 66 0 09 Feb 2022
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
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 340 1,960 0 04 May 2020