Recova: Agent-Guided Failure Recovery for Autonomous Robotic Manipulation
Recova is an agent-guided framework that jointly develops task execution and scene recovery in a digital twin, then refines both using real-world experience. It decouples these skills, allowing each to learn independently. An agent coordinates simulation, deployment, and learning to turn manipulation failures into reusable recovery skills.