Adapting by Analogy: OOD Generalization of Visuomotor Policies via Functional Correspondence

Pranay Gupta, Henny Admoni, Andrea Bajcsy

End-to-end visuomotor policies trained using behavior cloning have shown a remarkable ability to generate complex, multi-modal low-level robot behaviors. However, at deployment tim…