Haoyun Zhou

Closing the Communication Loop for Robotic Failures: Multi-Turn, Behavior-Tree-Grounded Explanations with Large Language Models

Robot failures during collaborative tasks can frustrate users and reduce trust. To address this, we developed a failure communication module that combines large language models (LLMs) with Behavior Trees (BTs) to generate interactive, context-aware explanations for task failures. The module supports…