A Simple Unified Uncertainty-Guided Framework for Offline-to-Online
Reinforcement Learning

A Simple Unified Uncertainty-Guided Framework for Offline-to-Online Reinforcement Learning

13 June 2023

Jifeng Hu

Sili Huang

Hechang Chen

Lichao Sun

Papers citing "A Simple Unified Uncertainty-Guided Framework for Offline-to-Online Reinforcement Learning"

4 / 4 papers shown

Title
Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning Mitsuhiko Nakamoto Yuexiang Zhai Anika Singh Max Sobol Mark Yi-An Ma Chelsea Finn Aviral Kumar Sergey Levine OffRL OnRL 109 108 0 09 Mar 2023
Offline Reinforcement Learning with Implicit Q-Learning Ilya Kostrikov Ashvin Nair Sergey Levine OffRL 206 832 0 12 Oct 2021
Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble Gaon An Seungyong Moon Jang-Hyun Kim Hyun Oh Song OffRL 95 261 0 04 Oct 2021
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 321 1,944 0 04 May 2020