Xiong-Hui Chen

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Yang YuProfessor, Nanjing UniversityVerified email at nju.edu.cn
Weinan ZhangAssociate Professor, Shanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
Fan-Ming LuoNanjing UniversityVerified email at lamda.nju.edu.cn
Jieping Ye, IEEE Fellow & ACM Distin...Alibaba GroupVerified email at umich.edu
Wenjie ShangNanjing UniversityVerified email at lamda.nju.edu.cn
Zhiwei (Tony) QinPrincipal Scientist, Lyft Rideshare LabsVerified email at caa.columbia.edu
Tian XuNanjing UniversityVerified email at lamda.nju.edu.cn
Qingyang LiLLM and RLHFVerified email at didiglobal.com
Hang LaiShanghai Jiao Tong UniversityVerified email at apex.sjtu.edu.cn
Zongzhang ZhangNanjing UniversityVerified email at nju.edu.cn
Jing-Cheng PangPh.D. student, Nanjing University.Verified email at lamda.nju.edu.cn
Xingyuan ZhangMachine Learning Research Lab, Volkswagen AG; Technical University of MunichVerified email at argmax.ai
Zewen LiDeep Learning Eng.@NVIDIA, Carnegie Mellon University alumnus, ex-Polixir.AI, BS at Hohai UniversityVerified email at cmu.edu
Zheng-Mao ZhuNanjing UniversityVerified email at lamda.nju.edu.cn
Shengyi JiangThe University of Hong KongVerified email at cs.hku.hk
Bowei HeCity University of Hong KongVerified email at my.cityu.edu.hk
Si-Hang YangMaster of Artificial Intelligence, Nanjing UniversityVerified email at lamda.nju.edu.cn
Kun ZhangCarnegie Mellon University & Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)Verified email at cmu.edu
Hong-Long TianNanjing UniversityVerified email at lamda.nju.edu.cn
Feng XuNanjing UniversityVerified email at lamda.nju.edu.cn

Xiong-Hui Chen

Nanjing University

Verified email at lamda.nju.edu.cn - Homepage

Reinforcement Learning Large Language Model


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A survey on model-based reinforcement learning FM Luo, T Xu, H Lai, XH Chen, W Zhang, Y Yu Science China Information Sciences 67 (2), 121101, 2024	61	2024
NeoRL: A near real-world benchmark for offline reinforcement learning RJ Qin, X Zhang, S Gao, XH Chen, Z Li, W Zhang, Y Yu NeurIPS 2022 Datasets and Benchmarks, 2022	60	2022
Offline Model-based Adaptable Policy Learning XH Chen, Y Yu, Q Li, FM Luo, Z Qin, W Shang, J Ye Advances in Neural Information Processing Systems 34, 8432-8443, 2021	28	2021
Offline reinforcement learning with causal structured world models ZM Zhu, XH Chen, HL Tian, K Zhang, Y Yu arXiv preprint arXiv:2206.01474, 2022	12	2022
Cross-modal Domain Adaptation for Cost-Efficient Visual Reinforcement Learning XH Chen, S Jiang, F Xu, Z Zhang, Y Yu Advances in Neural Information Processing Systems 34, 12520-12532, 2021	11	2021
Sim2Rec: A Simulator-based Decision-making Approach to Optimize Real-World Long-term User Engagement in Sequential Recommender Systems XH Chen, B He, Y Yu, Q Li, Z Qin, W Shang, J Ye, C Ma IEEE International Conference on Data Engineering 2023, 2023	9	2023
Adversarial counterfactual environment model learning XH Chen, Y Yu, Z Zhu, Z Yu, C Zhenjun, C Wang, Y Wu, RJ Qin, H Wu, ... Advances in Neural Information Processing Systems 36, 2024	8	2024
Language model self-improvement by reinforcement learning contemplation JC Pang, P Wang, K Li, XH Chen, J Xu, Z Zhang, Y Yu arXiv preprint arXiv:2305.14483, 2023	7	2023
Reinforcement learning with derivative-free exploration XH Chen, Y Yu Proceedings of the 18th International Conference on Autonomous Agents and …, 2019	6	2019
Yang Yu FM Luo, T Xu, H Lai, XH Chen, W Zhang A Survey on Model-based Reinforcement Learning, 2022	5	2022
Natural Language Instruction-following with Task-related Language Development and Translation JC Pang, XY Yang, SH Yang, XH Chen, Y Yu Advances in Neural Information Processing Systems 36, 2024	4*	2024
Efficient Exploration by Novelty-Pursuit Z Li, XH Chen Distributed Artificial Intelligence: Second International Conference, DAI …, 2020	1	2020
Imitator Learning: Achieve Out-of-the-Box Imitation Ability in Variable Environments XH Chen, J Ye, H Zhao, YC Li, H Shi, YY Xu, Z Ye, SH Yang, A Huang, ... arXiv preprint arXiv:2310.05712, 2023		2023
Object-Oriented Option Framework for Robotics Manipulation in Clutter JC Pang, SH Yang, XH Chen, X Yang, Y Yu, M Ma, Z Guo, H Yang, ... 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2023		2023
Offline Model-Based Adaptable Policy Learning for Decision-Making in Out-of-Support Regions XH Chen, FM Luo, Y Yu, Q Li, Z Qin, W Shang, J Ye IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023		2023
A Scalable Derivative-free Exploration Approach for Reinforcement Learning XH Chen		2022
Policy Rehearsing: Training Generalizable Policies for Reinforcement Learning C Jia, C Gao, H Yin, F Zhang, XH Chen, T Xu, L Yuan, Z Zhang, ZH Zhou, ... The Twelfth International Conference on Learning Representations, 0

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