Adaptive Policy Learning for Offline-to-Online Reinforcement Learning

Adaptive Policy Learning for Offline-to-Online Reinforcement Learning

14 March 2023

Dongsheng Li

Papers citing "Adaptive Policy Learning for Offline-to-Online Reinforcement Learning"

15 / 15 papers shown

Title
Generative Machine Learning in Adaptive Control of Dynamic Manufacturing Processes: A Review Suk Ki Lee Hyunwoong Ko AI4CE 54 0 0 30 Apr 2025
Reinforcement Learning Gradients as Vitamin for Online Finetuning Decision Transformers Kai Yan A. Schwing Yu-xiong Wang OffRL OnRL 36 0 0 31 Oct 2024
A Non-Monolithic Policy Approach of Offline-to-Online Reinforcement Learning JaeYoon Kim Junyu Xuan Christy Jie Liang F. Hussain OffRL OnRL 36 0 0 31 Oct 2024
Leveraging Skills from Unlabeled Prior Data for Efficient Online Exploration Max Wilcoxson Qiyang Li Kevin Frans Sergey Levine SSL OffRL OnRL 57 0 0 23 Oct 2024
A General Control-Theoretic Approach for Reinforcement Learning: Theory and Algorithms Weiqin Chen M. Squillante Chai Wah Wu Santiago Paternain AI4CE 32 0 0 20 Jun 2024
Fine-tuning Reinforcement Learning Models is Secretly a Forgetting Mitigation Problem Maciej Wolczyk Bartłomiej Cupiał M. Ostaszewski Michal Bortkiewicz Michal Zajkac Razvan Pascanu Lukasz Kuciñski Piotr Milo's CLL 48 13 0 05 Feb 2024
Accelerating Exploration with Unlabeled Prior Data Qiyang Li Jason Zhang Dibya Ghosh Amy Zhang Sergey Levine OffRL OnRL 31 9 0 09 Nov 2023
Uni-O4: Unifying Online and Offline Deep Reinforcement Learning with Multi-Step On-Policy Optimization Kun Lei Zhengmao He Chenhao Lu Kaizhe Hu Yang Gao Huazhe Xu OffRL OnRL 51 13 0 06 Nov 2023
Improving Offline-to-Online Reinforcement Learning with Q Conditioned State Entropy Exploration Ziqi Zhang Xiao Xiong Zifeng Zhuang Jinxin Liu Donglin Wang OffRL OnRL 42 0 0 07 Oct 2023
A Simple Unified Uncertainty-Guided Framework for Offline-to-Online Reinforcement Learning Siyuan Guo Yanchao Sun Jifeng Hu Sili Huang Hechang Chen Haiyin Piao Lichao Sun Yi-Ju Chang OffRL OnRL 31 7 0 13 Jun 2023
PROTO: Iterative Policy Regularized Offline-to-Online Reinforcement Learning Jianxiong Li Xiao Hu Haoran Xu Jingjing Liu Xianyuan Zhan Ya-Qin Zhang OffRL OnRL 36 19 0 25 May 2023
Making Offline RL Online: Collaborative World Models for Offline Visual Reinforcement Learning Q. Wang Jun Yang Yunbo Wang Xin Jin Wenjun Zeng Xiaokang Yang OffRL OnRL 35 3 0 24 May 2023
Leveraging Offline Data in Online Reinforcement Learning Andrew Wagenmaker Aldo Pacchiano OffRL OnRL 27 37 0 09 Nov 2022
Offline Reinforcement Learning with Implicit Q-Learning Ilya Kostrikov Ashvin Nair Sergey Levine OffRL 214 843 0 12 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