Offline RL with No OOD Actions: In-Sample Learning via Implicit Value Regularization

28 March 2023

Papers citing "Offline RL with No OOD Actions: In-Sample Learning via Implicit Value Regularization"

7 / 57 papers shown

Title
Inverse Preference Learning: Preference-based RL without a Reward Function Joey Hejna Dorsa Sadigh OffRL 11 47 0 24 May 2023
IDQL: Implicit Q-Learning as an Actor-Critic Method with Diffusion Policies Philippe Hansen-Estruch Ilya Kostrikov Michael Janner J. Kuba Sergey Levine OffRL 12 125 0 20 Apr 2023
Constrained Policy Optimization with Explicit Behavior Density for Offline Reinforcement Learning Jing Zhang Chi Zhang Wenjia Wang Bing-Yi Jing OffRL 8 3 0 28 Jan 2023
A Policy-Guided Imitation Approach for Offline Reinforcement Learning Haoran Xu Li Jiang Jianxiong Li Xianyuan Zhan OffRL 11 61 0 15 Oct 2022
d3rlpy: An Offline Deep Reinforcement Learning Library Takuma Seno M. Imai OffRL GP 55 97 0 06 Nov 2021
Offline Reinforcement Learning with Implicit Q-Learning Ilya Kostrikov Ashvin Nair Sergey Levine OffRL 203 627 0 12 Oct 2021
Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble Gaon An Seungyong Moon Jang-Hyun Kim Hyun Oh Song OffRL 92 261 0 04 Oct 2021