Xuqing Hu

MS-CRL: Multi-Scale Global Path Planning with Progressive Curriculum Reinforcement Learning

Global path planning provides high-level guidance for autonomous navigation, supplying reference paths for downstream navigation and control modules. Deep Reinforcement Learning (DRL) has shown strong potential in this domain, but existing methods struggle with multi-scale map inputs. This limitatio…