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Discrete-Time Hybrid Automata Learning: Legged Locomotion Meets Skateboarding

Legged Locomotion Meets Skateboarding Hang Liu Sangli Teng Ben Liu Wei Zhang Maani Ghaffari University of Michigan, Ann Arbor Southern University of Science and Technology Teaser Video Abstract This paper introduces Discrete-time Hybrid Automata Learning (DHAL), a framework using on-policy Reinforcement Learning to identify and execute mode-switching without trajectory segmentation or event function learning. Hybrid dynamical systems, which include continuous flow and discrete mode switching, ca...

Read more at umich-curly.github.io

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