Efficient Long-Term Robot Task Planning using Large Language Models and Scene Graphs

A novel approach called DELTA leverages the power of scene graphs and large language models to decompose long-term robot task goals into a sequence of sub-goals, enabling efficient and automated task planning with higher success rates and significantly shorter planning times compared to the state of the art.