RLOC: terrain-aware legged locomotion using reinforcement learning and optimal control

We present a unified model-based and data-driven approach for quadrupedal planning and control to achieve dynamic locomotion over uneven terrain. We utilize on-board proprioceptive and exteroceptive feedback to map sensory information and desired base velocity commands into footstep plans using a re...

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Bibliographic Details
Main Authors: Gangapurwala, S, Geisert, M, Orsolino, R, Fallon, M, Havoutis, I
Format: Journal article
Language:English
Published: IEEE 2022