Abstract: In the motion control technique of wheeled mobile robot (WMR), the problem of trajectory tracking and fast impact is very necessary, the main task and attracts the attention of a large number of scientists. For a robot with holonomic constraints such as WMR, the set trajectory will include both its coordinates (x,y) and its direction angle θ. The task of the mobile robot tracing control problem here is to determine the torque applied to the wheels of the robot in the shortest time so that it can move in the correct trajectory with the smallest error. Therefore, the paper proposes a robust optimal control method for WMR to ensure the set quality criteria. This controller allows the robot to operate in conditions of slippery floors, affected by external disturbances.
Keywords: Wheeled mobile robot; Reinforcement learning; Adaptive dynamic programming; Hamilton-jacobi-bellman; Disturbance observer.
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