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Longwu Yan

2 accepted papers

2025

Human-in-the-loop Learning for Adaptive Robot Manipulation using Large Language Models and Behavior Trees

IROS 2025

Large Language Models (LLMs) are now transforming the way robots learn to work in unpredictable environments, such as homes or small enterprises. A growing number of approaches are combining LLMs with Behavior Trees (BTs). Not only do user commands need to be interpreted into BTs that contain the ta

Cited by 0SourceScholar
2024

LLM-BT: Performing Robotic Adaptive Tasks based on Large Language Models and Behavior Trees

ICRA 2024poster

Large Language Models (LLMs) have been widely utilized to perform complex robotic tasks. However, handling external disturbances during tasks is still an open challenge. This paper proposes a novel method to achieve robotic adaptive tasks based on LLMs and Behavior Trees (BTs). It utilizes ChatGPT t…

Cited by 18SourcecodeScholar