HDPlanner: Advancing Autonomous Deployments in Unknown Environments through Hierarchical Decision Networks

Jingsong Liang, Yuhong Cao, Yixiao Ma +2

In this paper, we introduce HDPlanner, a deep reinforcement learning (DRL) based framework designed to tackle two core and challenging tasks for mobile robots: autonomous explorati…