Xiong-Hui Chen

According to our database, Xiong-Hui Chen authored at least 15 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

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

Language Model Self-improvement by Reinforcement Learning Contemplation.

Jing-Cheng Pang, Pengyuan Wang, Kaiyuan Li, Xiong-Hui Chen, Jiacheng 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

A Survey on Model-based Reinforcement Learning.

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

CoRR, 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