Machine Heart

Oct 25, 2026 · Artificial Intelligence

RoboCoach: World Models Drive Efficient Active Error Correction in Embodied RSI

RoboCoach introduces a world-model-driven framework that actively identifies weak sub-task policies in long-horizon robot tasks, guiding targeted human demonstrations to update modular skill experts, achieving significant success rate improvements across four platforms with limited data budgets.