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Improved APF-RL-based dynamic path planning of mobile robots under actuator attack

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Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering

Published online on

Abstract

Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering, Ahead of Print.
This paper presents an improved artificial potential field (I-APF) to address the problem of local minima and implements reinforcement learning (RL) to reach its desired waypoint in the presence of actuator attacks. The proposed I-APF ensures that the ...