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Muchen Sun

3 accepted papers

2023

Automated Gait Generation for Walking, Soft Robotic Quadrupeds

IROS 2023poster

Gait generation for soft robots is challenging due to the nonlinear dynamics and high dimensional input spaces of soft actuators. Limitations in soft robotic control and perception force researchers to hand-craft open loop controllers for gait sequences, which is a non-trivial process. Moreover, sho…

Cited by 8SourceScholar
2021

Move Beyond Trajectories: Distribution Space Coupling for Crowd Navigation

RSS 2021poster

Cooperatively avoiding collision is a critical functionality for robots navigating in dense human crowds; failure of which could lead to either overaggressive or overcautious behavior. A necessary condition for cooperative collision avoidance is to couple the prediction of the agents' trajectories w…