Movement Intelligence
for Bipedal Agents

Biomechanics-Driven Foundation Models: Bridging the Proprioceptive Gap

Current humanoid agents face a "Proprioceptive Gap" — the inability to move with proactive stability. This research proposes a framework for encoding Taiji's biomechanical principles as movement primitives, shifting robotic control from reactive sensing to master-level proactive balance.