RoboDreamer: Anticipatory Humanoid Locomotion with Predictive State-Space Models

Zhe Li, Yangyang Wei, Xichen Yuan +4

Humanoid locomotion requires control policies that remain stable under imperfect sensing while exploiting temporal context for consistent motion. We present RoboDreamer, a two-stag…