Incremental Q-learning strategy for adaptive PID control of mobile robots

•Adaptive PID control strategy of mobile robots.•Integration of Reinforcement Learning with PID control for complex systems.•Incremental Q-learning algorithm for real-time tuning of multiples PID controllers.•Managing the adaptation process by temporal memories comparison. Expert and intelligent sys...

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