Beyond Visibility Limits: A DRL-Based Navigation Strategy for Unexpected Obstacles

Mingao Tan, Shanze Wang, Biao Huang +4

Distance-based reward mechanisms in deep reinforcement learning (DRL) navigation systems suffer from critical safety limitations in dynamic environments, frequently resulting in co…