I do research in robotics, mainly focusing on applying reinforcement learning to endow robots with human-like behaviors, including Humanoid Locomotion, Whole Body Control, Motion Tracking, Humanoid-Object Interaction, Loco-Manipulation.
[2025-06] Release the project and code for Kungfubot.
📄 projects
HUSKY:Humanoid Skateboarding System via Physics-Aware Whole-Body Control Robotics: Science and Systems (RSS), 2026 Jinrui Han*, Dewei Wang*, Chenyun Zhang, Xinzhe Liu, Ping Luo, Chenjia Bai†, Xuelong Li†
[arxiv]
| [code]
| [project] TL;DR:
A reinforcement learning–based whole-body control framework for stable and agile humanoid skateboarding.
TextOp:Real-time Interactive Text-Driven Humanoid Robot Motion Generation and Controll In Submission
Weiji Xie*, Jiakun Zheng*, Jinrui Han, Jiyuan Shi, Weinan Zhang†, Chenjia Bai†, Xuelong Li
[arxiv]
| [code]
| [project] TL;DR:
A real-time interactive text-driven framework for humanoid motion generation and control that supports streaming language commands.
Learning Soccer Skills for Humanoid Robots A Progressive Perception-Action Framework In Submission
Jipeng Kong*, Xinzhe Liu*, Yuhang Lin, Jinrui Han, Sören Schwertfeger, Chenjia Bai†, Xuelong Li†
[arxiv]
| [code]
| [project] TL;DR:
A progressive perception–action framework enabling robust, human-like soccer kicking on humanoid robots.
KungfuBot2:Learning Versatile Motion Skills for Humanoid Whole-Body Control International Conference on Robotics and Automation (ICRA), 2026 Jinrui Han, Weiji Xie, Jiakun Zheng, Jiyuan Shi, Weinan Zhang, Ting Xiao, Chenjia Bai†
[arxiv]
| [code]
| [project] TL;DR:
A unified whole-body controller that enables humanoid robots to learn diverse and dynamic behaviors within a single policy.
KungfuBot:Physics-Based Humanoid Whole-Body Control for Learning Highly-Dynamic Skills Conference on Neural Information Processing Systems (NeurIPS), 2025
Weiji Xie*, Jinrui Han*, Jiakun Zheng*, Huanyu Li, Xinzhe Liu, Jiyuan Shi, Weinan Zhang, Chenjia Bai†, Xuelong Li†.
[arxiv]
| [code]
| [project]
| [talk] TL;DR:
A physics-based humanoid control framework, aiming to master highly-dynamic human behaviors such as Kungfu and dancing.