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Biruk Gebre

2 accepted papers

2026

A Compact Rotary Series Elastic Actuator with Wide Deflection Range and Linear Torque Response for pHRI Applications

ICRA 2026poster

This paper presents the design and characterization of a new series elastic actuator (SEA) for physical human-robot interaction (pHRI) featuring a compact spring mechanism. The spring mechanism consists of ten compression springs, fitted on output rotors and arranged in a curved formation. The compr…

Cited by 0Scholar
2026

Reinforcement Learning Control Outperforms Iterative Learning in Exoskeleton-Assisted Gait Training

ICRA 2026poster

Learning-based controllers are increasingly adopted in lower-extremity powered exoskeletons, yet their advantages over traditional adaptive approaches remain underexplored. We compared two adaptive assist-as-needed (AAN) controllers for gait training with an ankle exoskeleton: a reinforcement learni…

Cited by 0Scholar