Safety-Constrained Reinforcement Learning with Post-Training Reachability Verification for Robot Navigation

Qisong He, Xinmiao Huang, Jinwei Hu +4

Safe navigation for mobile robots demands policies that remain reliable under the high-consequence perception uncertainty of cluttered environments. Yet most existing safe reinforc…