What Enables In-Context Behavior Prompting for Manipulation?
Behavior prompting lets robots learn new tasks instantly from a single human demonstration at test time without expensive fine-tuning. The proposed Behavior Prompting Policy (BPP) uses an encoder and decoder to translate a prompt and current observation into actions. This method requires diverse training data to be effective, which is addressed by the iPhUMI interface.