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Cole Johnson

2 accepted papers

2025

Dynamic Tube MPC: Learning Tube Dynamics with Massively Parallel Simulation for Robust Safety in Practice

ICRA 2025

Safe navigation of cluttered environments is a critical challenge in robotics. It is typically approached by separating the planning and tracking problems, with planning executed on a reduced order model to generate reference trajectories, and control techniques used to track these trajectories on t

Cited by 4SourceScholar
2025

Transfer Learning for Walking Speed Estimation Across Novel Prosthetic Devices and Populations

IROS 2025

Accurate walking speed estimation in lower-limb prostheses is crucial for delivering biomechanically appropriate assistance across varying speeds. However, training robust models requires extensive domain-specific, user-dependent (DEP) data, which is impractical for every new prosthesis user. This s

Cited by 0SourceScholar