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Future Blog Post

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publications

Fine-Grained Task Planning for Service Robots Based on Object Ontology Knowledge via Large Language Models

Published in June 11, 2024

We present the Fine-Grained Task Planning (FGTP) framework, which uses object ontology and Large Language Models (LLMs) to create detailed action plans. FGTP processes text and images to understand object attributes and uses logic-based reasoning to find alternatives if tasks fail. Tests in VirtualHome and with the TIAGo robot confirm its effectiveness.

Recommended citation: Li X, Tian G, Cui Y. Fine-Grained Task Planning for Service Robots Based on Object Ontology Knowledge Via Large Language Models[J]. IEEE Robotics and Automation Letters, 2024.
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talks

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

Teaching experience 2

Workshop, University 1, Department, 2015

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