Gray, Donghyun and Luis had a blast talking about our new lab’s pet topic “Uncertainty in Human-Centered Robots” #icra2017 #singapore #marinabaysands
Abstract: Uncertainty permeates in all control approaches and significantly complicates controller design. This is specially true for human-centered robots which rely on oversimplications such as ignoring high-frequency behaviors or realtime delays to central computers. In this talk Luis will join forces with HCRL students Gray and Donghyun to present detailed mathematical work on choosing structure for measuring uncertainty in a meaningful statistical sense, motivate the nature of uncertainty in hardware systems involving high performance series elastic actuators, and devise a planning and control framework that embraces uncertainty to external disturbances via reinforcement learning of locomotion responses.
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