Liming Xu

SwarmNav: Swarm Robotics Navigation in Dynamic and Dense Environments Via Reinforcement Learning

Collision avoidance and navigation in dynamic and dense environments remain highly challenging for swarm robotics. To address this, we propose SwarmNav, a novel goal-region amplification navigation policy that leverages LiDAR-based position data to generate velocity commands guiding robots toward th…