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Unmanned Vehicles (UxVs) are now a key Intelligence Surveillance and Reconnaissance (ISR) resource for first-world defense organizations. But the barrier to entry for making unmanned systems has fallen, with terrorist groups and crime syndicates capable of creating sophisticated robots using Commercial Off-The-Shelf (COTS) components. With the explosive growth of unmanned systems in the air, on the...
This paper addresses the problem of generating autonomously an optimal control action sequence for robotic autonomous unmanned vehicles based on adaptive critic designs (ACDs) for their use in autonomous agriculture vehicles, in the context of precision agriculture. The main objective is to design autonomously an optimal controller that steers the center of the vehicle through a number of waypoints...
Safety is an important issue of driverless car. Yet, most current approaches fail to ensure safety even in a fully informed situation. In this paper we discuss how the safety criteria apply when the robot uses its on board sensors to evolve in an environment populated with static and moving obstacles. The sensors can only provide a partial and uncertain knowledge of the surroundings. We show that...
Unmanned aerial vehicles (UAVs) are becoming vital warfare and homeland security platforms because they have the potential to significantly reduce cost and risk to human life while amplifying warfighter and first-responder capabilities. This article builds on the very active area of planning and control for autonomous multiagent systems. This work represents a step toward enabling robust decision...
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