Mingxing Peng

Imitative Reinforcement Learning Fusing Vision and Pure Pursuit for Self-driving

Autonomous urban driving navigation is still an open problem and has ample room for improvement in unknown complex environments and terrible weather conditions. In this paper, we propose a two-stage framework, called IPP-RL, to handle these problems. IPP means an Imitation learning method fusing vis…