Deep Reinforcement Learning-based Large-scale Robot Exploration

Yuhong Cao, Rui Zhao, Yizhuo Wang +2

In this work, we propose a deep reinforcement learning (DRL) based reactive planner to solve large-scale Lidar-based autonomous robot exploration problems in 2D action space. Our D…