arxivcs.RO2026-06-29
Behavior Prompting Policy: Demonstrations as Prompts for Manipulation
Austin Patel, Ben Pekarek, Joel Enrique Castro Hernandez, Shuran Song
We study behavior prompting, a paradigm that enables robots to perform new tasks at inference time given a single human demonstration, which we call a behavior prompt. To enable this capability, we present contributions in algorithm, data, and evaluation. For algorithm, we introd…