Beyond OOD State Actions: Supported Cross-Domain Offline Reinforcement
Learning

Beyond OOD State Actions: Supported Cross-Domain Offline Reinforcement Learning

AAAI Conference on Artificial Intelligence (AAAI), 2023

22 June 2023

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Papers citing "Beyond OOD State Actions: Supported Cross-Domain Offline Reinforcement Learning"

16 / 16 papers shown

Title
Dual-Robust Cross-Domain Offline Reinforcement Learning Against Dynamics Shifts Zhongjian Qiao Rui Yang Jiafei Lyu Xiu Li Zhongxiang Dai Zhuoran Yang Siyang Gao Shuang Qiu OffRL 96 0 0 02 Dec 2025
DmC: Nearest Neighbor Guidance Diffusion Model for Offline Cross-domain Reinforcement Learning Linh Le Pham Van Minh Hoang Nguyen D. Kieu Hung Le Hung The Tran Sunil R. Gupta DiffM 214 2 0 28 Jul 2025
MOBODY: Model Based Off-Dynamics Offline Reinforcement Learning Yihong Guo Yu Yang Pan Xu Anqi Liu OffRL 176 1 0 10 Jun 2025
Hybrid Cross-domain Robust Reinforcement Learning Linh Le Pham Van Minh Hoang Nguyen Hung Le H. Tran Sunil R. Gupta OffRL 210 2 0 29 May 2025
Feasibility-Aware Pessimistic Estimation: Toward Long-Horizon Safety in Offline RL Zhikun Tao Gang Xiong He Fang Zhen Shen Yunjun Han Qing-Shan Jia OffRL 375 0 0 13 May 2025
Random Policy Enables In-Context Reinforcement Learning within Trust Horizons Weiqin Chen Santiago Paternain OffRL 320 0 0 25 Oct 2024
DIDI: Diffusion-Guided Diversity for Offline Behavioral GenerationInternational Conference on Machine Learning (ICML), 2024 Jinxin Liu Xinghong Guo Zifeng Zhuang Xuetao Zhang DiffM OffRL 182 3 0 23 May 2024
Reinformer: Max-Return Sequence Modeling for Offline RLInternational Conference on Machine Learning (ICML), 2024 Zifeng Zhuang Dengyun Peng Jinxin Liu Ziqi Zhang Xuetao Zhang OffRL AI4TS 305 21 0 14 May 2024
Contrastive Representation for Data Filtering in Cross-Domain Offline Reinforcement LearningInternational Conference on Machine Learning (ICML), 2024 Xiaoyu Wen Chenjia Bai Kang Xu Xudong Yu Yang Zhang Xuelong Li Zhen Wang 292 7 0 10 May 2024
Improving Offline-to-Online Reinforcement Learning with Q Conditioned State Entropy Exploration Ziqi Zhang Xiao Xiong Zifeng Zhuang Jinxin Liu Xuetao Zhang OffRL OnRL 319 0 0 07 Oct 2023
On the Opportunities and Challenges of Offline Reinforcement Learning for Recommender Systems Xiaocong Chen Siyu Wang Julian McAuley Dietmar Jannach Lina Yao OffRL 219 13 0 22 Aug 2023
CEIL: Generalized Contextual Imitation LearningNeural Information Processing Systems (NeurIPS), 2023 Jinxin Liu Li He Yachen Kang Zifeng Zhuang Xuetao Zhang Huazhe Xu 254 20 0 26 Jun 2023
Design from Policies: Conservative Test-Time Adaptation for Offline Policy OptimizationNeural Information Processing Systems (NeurIPS), 2023 Jinxin Liu Hongyin Zhang Zifeng Zhuang Yachen Kang Xuetao Zhang Bin Wang OffRL 356 12 0 26 Jun 2023
CLUE: Calibrated Latent Guidance for Offline Reinforcement LearningConference on Robot Learning (CoRL), 2023 Jinxin Liu Lipeng Zu Li He Xuetao Zhang OffRL 288 11 0 23 Jun 2023
OER: Offline Experience Replay for Continual Offline Reinforcement LearningEuropean Conference on Artificial Intelligence (ECAI), 2023 Sibo Gai Xuetao Zhang Li He CLL OffRL 216 4 0 23 May 2023
Age of Semantics in Cooperative Communications: To Expedite Simulation Towards Real via Offline Reinforcement LearningIEEE Transactions on Network Science and Engineering (IEEE T-NSE), 2022 Xianfu Chen Zhifeng Zhao S. Mao Celimuge Wu Honggang Zhang M. Bennis OffRL 180 3 0 19 Sep 2022