Harmtmut Surmann

Obtaining Robust Control and Navigation Policies for Multi-robot Navigation via Deep Reinforcement Learning

2021

Multi-robot navigation is a challenging task in which multiple robots must be coordinated simultaneously within dynamic environments. We apply deep reinforcement learning (DRL) to learn a decentralized end-to-end policy which maps raw sensor data to …