Robot Navigation with Map-Based Deep Reinforcement Learning

Guangda Chen, Lifan Pan, Yu'an Chen +5

This paper proposes an end-to-end deep reinforcement learning approach for mobile robot navigation with dynamic obstacles avoidance. Using experience collected in a simulation envi…