About Me

I am a fourth-year PhD student in the School of Computer Science at Peking University, advised by Prof. Hao Dong. Previously I was under the supervision of Prof. Yizhou Wang in the Center on Frontiers of Computing Studies (CFCS), PKU. I obtained my Bachelor degree in 2021, from the School of Electronics Engineering and Computer Science of Peking University.

My research interest lies in building autonomous agents that possess advanced capabilities and align with human values. Specifically, I focus on robot learning, LLM-based Agent and multi-agent reinforcement learning.

Publications

Fast Peer Adaptation with Context-aware Exploration

Long Ma^*, Yuanfei Wang^*, Fangwei Zhong, Song-Chun Zhu, Yizhou Wang
The Forty-first International Conference on Machine Learning
ICML 2024
[Paper]

ToM2C: Target-oriented Multi-agent Communication and Cooperation with Theory of Mind

Yuanfei Wang, Fangwei Zhong, Jing Xu, Yizhou Wang
The Tenth International Conference on Learning Representations
ICLR 2022
[Paper][Code]