How Should Agents Read Demonstrations? Hierarchical Structure Beats Flat Action Logs

Honjar Xing, Jefferson Lin, Henry Lieberman

Programming by Demonstration (PbD) offers a human-centered way to author procedural knowledge for LLM agents: users communicate what they want by showing rather than by writing pro…