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Kaushik Roy

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#machine learning Preprint Sep 2026

GLAMDRING: Gait Learning And Morphology co-Design via Reinforcement LearnING of CPGs

Three key findings are shown: co-designing body and gait is necessary to satisfy locomotion constraints; actuator-envelope feasibility, rather than locomotion success alone, determines realizable payload capacity; and canonical animal gaits emerge naturally in most designs from morphology and constraints alone.

Amogh Joshi, Kaushik Roy · 0 citations

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