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TERRA is an end-to-end pipeline for terrain-aware reconstruction, retargeting, and control of musculoskeletal locomotion, enabling a single muscle-actuated RL policy trained on 9.4 hours of motion data to traverse diverse non-flat terrain with fewer anatomical and interaction violations.