Do We Really Need Immediate Resets? Rethinking Collision Handling for Efficient Robot Navigation
arXiv:2605.02192v1 Announce Type: new
Abstract: Should a single collision necessarily terminate an entire navigation episode? In most deep reinforcement learning (DRL) frameworks for robot navigation, this remains the standard practice: every collisio…