On Reward Shaping for Mobile Robot Navigation: A Reinforcement Learning and SLAM Based Approach

Nicolò Botteghi, Beril Sirmacek, Khaled A. A. Mustafa +2

We present a map-less path planning algorithm based on Deep Reinforcement Learning (DRL) for mobile robots navigating in unknown environment that only relies on 40-dimensional raw…