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We consider a single kinematically controlled robot with bounded control inputs. It travels in a 2-D region supporting an unknown unsteady scalar field. A single sensor provides the field value at the current location of the robot. We present a reactive navigation strategy that drives the robot to the time-varying spatial maximum of the field, and subsequently maintains proximity to this location...
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