Regularizing a Model-based Policy Stationary Distribution to Stabilize Offline Reinforcement Learning

14 June 2022

Papers citing "Regularizing a Model-based Policy Stationary Distribution to Stabilize Offline Reinforcement Learning"

6 / 6 papers shown

Title
The In-Sample Softmax for Offline Reinforcement Learning Chenjun Xiao Han Wang Yangchen Pan Adam White Martha White OffRL 29 26 0 28 Feb 2023
Constrained Policy Optimization with Explicit Behavior Density for Offline Reinforcement Learning Jing Zhang Chi Zhang Wenjia Wang Bing-Yi Jing OffRL 29 7 0 28 Jan 2023
Offline Reinforcement Learning with Implicit Q-Learning Ilya Kostrikov Ashvin Nair Sergey Levine OffRL 214 843 0 12 Oct 2021
COMBO: Conservative Offline Model-Based Policy Optimization Tianhe Yu Aviral Kumar Rafael Rafailov Aravind Rajeswaran Sergey Levine Chelsea Finn OffRL 219 413 0 16 Feb 2021
Bayesian Attention Modules Xinjie Fan Shujian Zhang Bo Chen Mingyuan Zhou 117 59 0 20 Oct 2020
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