Xiong-Hui Chen

According to our database, Xiong-Hui Chen authored at least 18 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Knowledgeable Agents by Offline Reinforcement Learning from Large Language Model Rollouts.

Jing-Cheng Pang, Si-Hang Yang, Kaiyuan Li, Jiaji Zhang, Xiong-Hui Chen, Nan Tang, Yang Yu

CoRR, 2024

A survey on model-based reinforcement learning.

Fan-Ming Luo, Tian Xu, Hang Lai, Xiong-Hui Chen, Weinan Zhang, Yang Yu

Sci. China Inf. Sci., 2024

Deep Demonstration Tracing: Learning Generalizable Imitator Policy for Runtime Imitation from a Single Demonstration.

Xiong-Hui Chen, Junyin Ye, Hang Zhao, Yi-Chen Li, XuHui Liu, Haoran Shi, Yu-Yan Xu, Zhihao Ye, Si-Hang Yang, Yang Yu, Anqi Huang, Kai Xu, Zongzhang Zhang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Policy-conditioned Environment Models are More Generalizable.

Ruifeng Chen, Xiong-Hui Chen, Yihao Sun, Siyuan Xiao, Minhui Li, Yang Yu

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Language Model Self-improvement by Reinforcement Learning Contemplation.

Jing-Cheng Pang, Pengyuan Wang, Kaiyuan Li, Xiong-Hui Chen, Jiacheng Xu, Zongzhang Zhang, Yang Yu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Policy Rehearsing: Training Generalizable Policies for Reinforcement Learning.

Chengxing Jia, Chenxiao Gao, Hao Yin, Fuxiang Zhang, Xiong-Hui Chen, Tian Xu, Lei Yuan, Zongzhang Zhang, Zhi-Hua Zhou, Yang Yu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Offline Model-Based Adaptable Policy Learning for Decision-Making in Out-of-Support Regions.

Xiong-Hui Chen, Fan-Ming Luo, Yang Yu, Qingyang Li, Zhiwei Qin, Wenjie Shang, Jieping Ye

IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

Imitator Learning: Achieve Out-of-the-Box Imitation Ability in Variable Environments.

Xiong-Hui Chen, Junyin Ye, Hang Zhao, Yi-Chen Li, Haoran Shi, Yu-Yan Xu, Zhihao Ye, Si-Hang Yang, Anqi Huang, Kai Xu, Zongzhang Zhang, Yang Yu

CoRR, 2023

Natural Language Instruction-following with Task-related Language Development and Translation.

Jing-Cheng Pang, Xinyu Yang, Si-Hang Yang, Xiong-Hui Chen, Yang Yu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Adversarial Counterfactual Environment Model Learning.

Xiong-Hui Chen, Yang Yu, Zhengmao Zhu, Zhihua Yu, Zhenjun Chen, Chenghe Wang, Yinan Wu, Rong-Jun Qin, Hongqiu Wu, Ruijin Ding, Fangsheng Huang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Object-Oriented Option Framework for Robotics Manipulation in Clutter.

Jing-Cheng Pang, Si-Hang Yang, Xiong-Hui Chen, Xinyu Yang, Yang Yu, Mas Ma, Ziqi Guo, Howard Yang, Bill Huang

IROS, 2023

Sim2Rec: A Simulator-based Decision-making Approach to Optimize Real-World Long-term User Engagement in Sequential Recommender Systems.

Xiong-Hui Chen, Bowei He, Yang Yu, Qingyang Li, Zhiwei Tony Qin, Wenjie Shang, Jieping Ye, Chen Ma

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2022

Offline Reinforcement Learning with Causal Structured World Models.

Zheng-Mao Zhu, Xiong-Hui Chen, Hong-Long Tian, Kun Zhang, Yang Yu

CoRR, 2022

NeoRL: A Near Real-World Benchmark for Offline Reinforcement Learning.

Rongjun Qin, Xingyuan Zhang, Songyi Gao, Xiong-Hui Chen, Zewen Li, Weinan Zhang, Yang Yu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Offline Model-based Adaptable Policy Learning.

Xiong-Hui Chen, Yang Yu, Qingyang Li, Fan-Ming Luo, Zhiwei (Tony) Qin, Wenjie Shang, Jieping Ye

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Cross-modal Domain Adaptation for Cost-Efficient Visual Reinforcement Learning.

Xiong-Hui Chen, Shengyi Jiang, Feng Xu, Zongzhang Zhang, Yang Yu

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Efficient Exploration by Novelty-Pursuit.

Ziniu Li, Xiong-Hui Chen

Proceedings of the Distributed Artificial Intelligence - Second International Conference, 2020

2019

Reinforcement Learning with Derivative-Free Exploration.

Xiong-Hui Chen, Yang Yu

Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019