Improved APF-RL-based dynamic path planning of mobile robots under actuator attack
Published online on May 28, 2026
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 ...
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 ...