Train Once, Get a Family: State-Adaptive Balances for Offline-to-Online
Reinforcement Learning

Train Once, Get a Family: State-Adaptive Balances for Offline-to-Online Reinforcement Learning

27 October 2023

Gao Huang

Papers citing "Train Once, Get a Family: State-Adaptive Balances for Offline-to-Online Reinforcement Learning"

15 / 15 papers shown

Title
Skill Expansion and Composition in Parameter Space Tenglong Liu J. Li Yinan Zheng Haoyi Niu Yixing Lan Xin Xu Xianyuan Zhan 58 4 0 09 Feb 2025
Marvel: Accelerating Safe Online Reinforcement Learning with Finetuned Offline Policy Keru Chen Honghao Wei Zhigang Deng Sen Lin OffRL OnRL 94 0 0 31 Dec 2024
Attention-Enhanced Short-Time Wiener Solution for Acoustic Echo Cancellation Fei Zhao Xueliang Zhang 36 0 0 25 Dec 2024
Offline-to-Online Multi-Agent Reinforcement Learning with Offline Value Function Memory and Sequential Exploration Hai Zhong Xun Wang Zhuoran Li Longbo Huang OffRL OnRL 29 0 0 25 Oct 2024
Diffusion Policy Policy Optimization Allen Z. Ren Justin Lidard Lars L. Ankile Anthony Simeonov Pulkit Agrawal Anirudha Majumdar Benjamin Burchfiel Hongkai Dai Max Simchowitz 45 36 0 01 Sep 2024
Unsupervised-to-Online Reinforcement Learning Junsu Kim Seohong Park Sergey Levine OnRL 53 3 0 27 Aug 2024
Energy-Guided Diffusion Sampling for Offline-to-Online Reinforcement Learning Xu-Hui Liu Tian-Shuo Liu Shengyi Jiang Ruifeng Chen Zhilong Zhang Xinwei Chen Yang Yu OffRL OnRL 34 2 0 17 Jul 2024
A2PO: Towards Effective Offline Reinforcement Learning from an Advantage-aware Perspective Yunpeng Qing Shunyu Liu Jingyuan Cong Kaixuan Chen Yihe Zhou Mingli Song OffRL 34 1 0 12 Mar 2024
Rank-DETR for High Quality Object Detection Yifan Pu Weicong Liang Yiduo Hao Yuhui Yuan Yukang Yang Chao Zhang Hanhua Hu Gao Huang 38 54 0 13 Oct 2023
Learning to Weight Samples for Dynamic Early-exiting Networks Yizeng Han Yifan Pu Zihang Lai Chaofei Wang S. Song Junfen Cao Wenhui Huang Chao Deng Gao Huang 59 54 0 17 Sep 2022
Value-Consistent Representation Learning for Data-Efficient Reinforcement Learning Yang Yue Bingyi Kang Zhongwen Xu Gao Huang Shuicheng Yan OffRL 35 13 0 25 Jun 2022
User-Interactive Offline Reinforcement Learning Phillip Swazinna Steffen Udluft Thomas Runkler OffRL 25 11 0 21 May 2022
Offline Reinforcement Learning with Implicit Q-Learning Ilya Kostrikov Ashvin Nair Sergey Levine OffRL 214 843 0 12 Oct 2021
Hierarchical Reinforcement Learning By Discovering Intrinsic Options Jesse Zhang Haonan Yu Wenyuan Xu BDL 132 82 0 16 Jan 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