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Jake Ketchum

3 accepted papers

2025

Real-Time Reinforcement Learning for Dynamic Tasks with a Parallel Soft Robot

IROS 2025

Closed-loop control remains an open challenge in soft robotics. The nonlinear responses of soft actuators under dynamic loading conditions limit the use of analytic models for soft robot control. Traditional methods of controlling soft robots underutilize their configuration spaces to avoid nonlinea

Cited by 1SourceScholar
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