Watch, Infer, Coordinate: Inferring Robot Partner Constraints for Zero-Shot Coordination
The framework allows a robot helper to discover a partner's hidden physical limits by observing how they coordinate with another agent. By inferring these constraints from past actions, the helper can then successfully perform coordination on entirely new tasks without prior training for that specific task. This enables zero-shot coordination in real-world scenarios where hardware limitations might change.