v1v2v3 (latest)

A Policy-Guided Imitation Approach for Offline Reinforcement Learning

Neural Information Processing Systems (NeurIPS), 2022

15 October 2022

Papers citing "A Policy-Guided Imitation Approach for Offline Reinforcement Learning"

28 / 28 papers shown

Title
Online Optimization for Offline Safe Reinforcement Learning Yassine Chemingui Aryan Deshwal Alan Fern Thanh Nguyen-Tang J. Doppa OffRL 108 0 0 24 Oct 2025
Towards Robust Zero-Shot Reinforcement Learning Kexin Zheng Lauriane Teyssier Yinan Zheng Yu Luo Xiayuan Zhan OffRL 323 0 0 17 Oct 2025
Physics-informed Value Learner for Offline Goal-Conditioned Reinforcement Learning Vittorio Giammarino Ruiqi Ni A. H. Qureshi OffRL AI4CE 174 1 0 08 Sep 2025
PVPO: Pre-Estimated Value-Based Policy Optimization for Agentic Reasoning Wenfeng Feng Penghong Zhao Guochao Jiang Chuzhan Hao Yuewei Zhang Guohua Liu Hao Wang OffRL 135 2 0 28 Aug 2025
Efficient Whole Slide Pathology VQA via Token Compression Weimin Lyu Qingqiao Hu Kehan Qi Z. Shi Wentao Huang Saumya Gupta Chao Chen 168 4 0 19 Jul 2025
How to Provably Improve Return Conditioned Supervised Learning? Zhishuai Liu Yu Yang Ruhan Wang Pan Xu Dongruo Zhou OffRL 127 1 0 10 Jun 2025
Efficient Robotic Policy Learning via Latent Space Backward Planning Dongxiu Liu Haoyi Niu Zhihao Wang Jinliang Zheng Yinan Zheng Zhonghong Ou Jianming Hu Jianxiong Li Xianyuan Zhan 273 4 0 11 May 2025
An Optimal Discriminator Weighted Imitation Perspective for Reinforcement LearningInternational Conference on Learning Representations (ICLR), 2025 Haoran Xu Shuozhe Li Harshit S. Sikchi S. Niekum Amy Zhang OffRL 323 1 0 17 Apr 2025
Data Center Cooling System Optimization Using Offline Reinforcement LearningInternational Conference on Learning Representations (ICLR), 2025 Xianyuan Zhan Xiangyu Zhu Peng Cheng Xiao Hu Ziteng He ... Chenhui Liu Tianshun Hong Huiwen Zheng Yunxin Liu Feng Zhao AI4CE 379 3 0 17 Feb 2025
Dual Alignment Maximin Optimization for Offline Model-based RL Chi Zhou Wang Luo Haoran Li Congying Han Tiande Guo Zicheng Zhang OffRL 474 0 0 02 Feb 2025
Predictive Coding for Decision TransformerIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2024 Tung M. Luu Donghoon Lee Chang D. Yoo OffRL 245 6 0 04 Oct 2024
ComaDICE: Offline Cooperative Multi-Agent Reinforcement Learning with Stationary Distribution Shift RegularizationInternational Conference on Learning Representations (ICLR), 2024 The Viet Bui Thanh Hong Nguyen Tien Mai OffRL 304 4 0 02 Oct 2024
q-exponential family for policy optimizationInternational Conference on Learning Representations (ICLR), 2024 Lingwei Zhu Haseeb Shah Zheng Chen Yukie Nagai Martha White OffRL 386 2 0 14 Aug 2024
CDSA: Conservative Denoising Score-based Algorithm for Offline Reinforcement Learning Zeyuan Liu Kai Yang Xiu Li OffRL 295 0 0 11 Jun 2024
State-Constrained Offline Reinforcement Learning Charles A. Hepburn Yue Jin Giovanni Montana OffRL 319 0 0 23 May 2024
Hummer: Towards Limited Competitive Preference Dataset Li Jiang Yusen Wu Junwu Xiong Jingqing Ruan Yichuan Ding Qingpei Guo ZuJie Wen Jun Zhou Xiaotie Deng 342 10 0 19 May 2024
Improving Offline Reinforcement Learning with Inaccurate Simulators Yiwen Hou Haoyuan Sun Jinming Ma Feng Wu OffRL 131 8 0 07 May 2024
Return-Aligned Decision Transformer Tsunehiko Tanaka Kenshi Abe Kaito Ariu Tetsuro Morimura Edgar Simo-Serra OffRL 516 2 0 06 Feb 2024
H2O+: An Improved Framework for Hybrid Offline-and-Online RL with Dynamics GapsIEEE International Conference on Robotics and Automation (ICRA), 2023 Haoyi Niu Tianying Ji Bingqi Liu Haocheng Zhao Xiangyu Zhu Jianying Zheng Pengfei Huang Guyue Zhou Jianming Hu Xianyuan Zhan OffRL OnRL AI4CE 363 17 0 22 Sep 2023
Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value RegularizationNeural Information Processing Systems (NeurIPS), 2023 Xiangsen Wang Haoran Xu Yinan Zheng Xianyuan Zhan OffRL 322 32 0 21 Jul 2023
Offline Multi-Agent Reinforcement Learning with Coupled Value FactorizationAdaptive Agents and Multi-Agent Systems (AAMAS), 2023 Xiangsen Wang Xianyuan Zhan OffRL 224 9 0 15 Jun 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 187 8 0 13 Jun 2023
Iteratively Refined Behavior Regularization for Offline Reinforcement LearningNeural Information Processing Systems (NeurIPS), 2023 Xiao Hu Yi-An Ma Chenjun Xiao Yan Zheng Zhaopeng Meng OffRL 145 7 0 09 Jun 2023
Look Beneath the Surface: Exploiting Fundamental Symmetry for Sample-Efficient Offline RLNeural Information Processing Systems (NeurIPS), 2023 Peng Cheng Xianyuan Zhan Zhihao Wu Wenjia Zhang Shoucheng Song Han Wang Youfang Lin Li Jiang OffRL 618 15 0 07 Jun 2023
PROTO: Iterative Policy Regularized Offline-to-Online Reinforcement Learning Jianxiong Li Xiao Hu Haoran Xu Jingjing Liu Xianyuan Zhan Ya Zhang OffRL OnRL 239 23 0 25 May 2023
Offline RL with No OOD Actions: In-Sample Learning via Implicit Value RegularizationInternational Conference on Learning Representations (ICLR), 2023 Haoran Xu Li Jiang Jianxiong Li Zhuoran Yang Zhaoran Wang Victor Chan Xianyuan Zhan OffRL 250 103 0 28 Mar 2023
Mind the Gap: Offline Policy Optimization for Imperfect RewardsInternational Conference on Learning Representations (ICLR), 2023 Jianxiong Li Xiao Hu Haoran Xu Jingjing Liu Xianyuan Zhan Qing-Shan Jia Ya Zhang OffRL 192 22 0 03 Feb 2023
When to Trust Your Simulator: Dynamics-Aware Hybrid Offline-and-Online Reinforcement LearningNeural Information Processing Systems (NeurIPS), 2022 Haoyi Niu Sanjay Kariyappa Yiwen Qiu Ming Li Guyue Zhou Jianming Hu Xianyuan Zhan OffRL OnRL 469 68 0 27 Jun 2022