Reinforcement Learning Based on Backpropagation for Mobile Robot Navigation

Abstract

Abstract. The paper deals with application of reinforcement learning based on backpropagation algorithm to control a mobile robot. The control was based on sensor information concerning position of vehicle in environment and radar information about obstacles and provide a steering signal and signals for acceleration/deceleration of vehicle. The control task… (More)

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