My name is Xian Fu. Now I’m a 3rd year MS student of the College of Intelligence and Computing, Tianjin University, supervised by Prof. Jianye Hao. Before that, I got my Bachelor Degree from Jilin University, Tang Aoqing Honors Program (Computer Science) at 2022.

My research interests lie in Reinforcement Learning, Evolutionary Reinforcement Learning, Representation Learning, MLLMs/LLMs for Robotics, and so on.

Publications & Preprints

What can VLMs Do for Zero-shot Embodied Task Planning? [Paper]

ICML 2024 Workshop on LLMs and Cognition

EvoRainbow: Combining Improvements in Evolutionary Reinforcement Learning for Policy Search [Paper]

ICML 2024

Bridging Evolutionary Algorithms and Reinforcement Learning: A Comprehensive Survey [Paper]

arXiv preprint 2024

RACE: Improve Multi-Agent Reinforcement Learning with Representation Asymmetry and Collaborative Evolution [Paper]

ICML 2023

ERL-Re^2: Efficient Evolutionary Reinforcement Learning with Shared State Representation and Individual Policy Representation [Paper]

ICLR 2023 & DRL Workshop, NeurIPS 2022