A potential function is a scalar field used to describe the forces acting on a robot in potential field methods, where the robot's movement is guided by the gradient of the potential function. This concept helps in navigating through an environment by modeling attractive forces towards goals and repulsive forces away from obstacles. The result is a smooth path for the robot, where its behavior is dictated by the local minima and maxima of the potential function.
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