吴智超 Zhichao Wu M.Sc. Student, LAMDA Group School of Artificial Intelligence Nanjing University, Nanjing 210023, China Supervisor: Professor Yang Yu Email: wuzc@lamda.nju.edu.cn

Biography

Currently I am a M.Sc. student of School of Artificial Intelligence in Nanjing University and a member of LAMDA Group, led by professor Zhi-Hua Zhou.

I received my B.Sc. degree in Artificial Intelligence from School of Artificial Intelligence, Nanjing University in June 2024. In September 2024, I was admitted to pursue a M.Sc. degree in Nanjing University, under the supervision of Professor Yang Yu.

Research Interests

My research interest includes Reinforcement Learning and Multi Agent Reinforcement Learning. Recently, I am interested in RL for

• Embodied Manipulation

• Large Language Models

Publications

Zhichao Wu*, Junyin Ye*, Zhilong Zhang*, Yihao Sun, Haoxin Lin, Jiaheng Luo, Haoxiang Ren, Lei Yuan, Yang Yu. Speedup Patch: Learning a Plug-and-Play Policy to Accelerate Embodied Manipulation. (ICML'26)

Zhilong Zhang, Haoxiang Ren, Yihao Sun, Yifei Sheng, Haonan Wang, Zhichao Wu, Haoxin Lin, Pierre-Luc Bacon, Yang Yu. Towards Practical World Model-based Reinforcement Learning for Vision-Language-Action Models. (ICML'26)

Zhichao Wu, Ruiqi Xue, Yi-hen Li, Cong Guan, Jing-Wen Yang, Lei Yuan, Yang Yu. Efficient Teammate Adaptation with Language-assisted Progressive Intention Alignment. (AAMAS'26 Extended Abstract)

Li, Ruotong Chen, Ziqian Zhang, Zhichao Wu, Yi-Chen Li, Cong Guan, Yang Yu, and Lei Yuan. Continual multi-objective reinforcement learning via reward model rehearsal. (IJCAI'24)

Service

Teach Assistant for Advanced Reinforcement Learning (with Instructor: Lei Yuan; For Graduate Students, Spring 2025)

Correspondence

Email: wuzc@lamda.nju.edu.cn

Address: National Key Laboratory for Novel Software Technology, Nanjing University, Xianlin Campus Mailbox 603, 163 Xianlin Avenue, Qixia District, Nanjing 210023, China
(南京市栖霞区仙林大道163号, 南京大学仙林校区603信箱, 软件新技术国家重点实验室, 210023.)