Mecharithm Lab

Our paper, “NeuroCommitSSM: Decision-Centric Shared Autonomy for Safe Assistive Manipulation via EEG-EMG-ET Commit Readiness,” has been accepted to IROS 2026 in Pittsburgh, presenting a framework that drives an assistive robot from synchronized brain, muscle, and eye signals while triggering motion only once user intent is stable.

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