Robot Navigation in a Crowd by Integrating Deep Reinforcement Learning and Online Planning

Zhiqian Zhou, Pengming Zhu, Zhiwen Zeng +3

It is still an open and challenging problem for mobile robots navigating along time-efficient and collision-free paths in a crowd. The main challenge comes from the complex and sop…