Entropy-regularized Diffusion Policy with Q-Ensembles for Offline Reinforcement Learning

Entropy-regularized Diffusion Policy with Q-Ensembles for Offline Reinforcement Learning

6 February 2024

Ziwei Luo

Thomas B. Schon

Papers citing "Entropy-regularized Diffusion Policy with Q-Ensembles for Offline Reinforcement Learning"

5 / 5 papers shown

Title
Ensemble RL through Classifier Models: Enhancing Risk-Return Trade-offs in Trading Strategies Zheli Xiong 49 0 0 23 Feb 2025
Planning with Diffusion for Flexible Behavior Synthesis Michael Janner Yilun Du J. Tenenbaum Sergey Levine DiffM 202 632 0 20 May 2022
Offline Reinforcement Learning with Implicit Q-Learning Ilya Kostrikov Ashvin Nair Sergey Levine OffRL 214 843 0 12 Oct 2021
Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble Gaon An Seungyong Moon Jang-Hyun Kim Hyun Oh Song OffRL 105 262 0 04 Oct 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