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News for Healthier Living
New Method for Guaranteed Stability and Improved Performance for Robots on the Move
It's important for a robot, not just to learn a task optimally, but to complete it without going off the rails of reasonable expectations. Until now, roboticists could have one or the other. Aerospace engineering researchers in The Grainger College of Engineering, University of Illinois Urbana-Champaign combined reinforcement learning with control theory to guarantee robot stability and improve the tracking performance by up to 15% from the existing methods.
October 20, 2026
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