Robot Navigation with Reinforcement Learned Path Generation and Fine-Tuned Motion Control

Longyuan Zhang, Ziyue Hou, Ji Wang +2

In this paper, we propose a novel reinforcement learning (RL) based path generation (RL-PG) approach for mobile robot navigation without a prior exploration of an unknown environme…