Yukai Feng

M2GRPO: Mamba-Based Multi-Agent Group Relative Policy Optimization for Biomimetic Underwater Robots Pursuit

Traditional policy learning methods in cooperative pursuit face fundamental challenges in biomimetic underwater robots, where long-horizon decision making, partial observability, and inter-robot coordination require both expressiveness and stability. To address these issues, a novel framework called…