Muzhen Lyu

Homogeneous Decision Networks for Multi-Agent Formation Control via Distributed Reinforcement Learning

2025 · Procedia Computer Science

Aiming at the problem of balancing formation maintenance, obstacle avoidance and dynamic navigation in multi-robot cooperative formation control in complex environments, this study proposes a homogeneous decision network framework based on distributed reinforcement learning. The …