Fast and Accurate Task Planning using Neuro-Symbolic Language Models and Multi-level Goal Decomposition

Minseo Kwon, Yaesol Kim, Young J. Kim

In robotic task planning, symbolic planners using rule-based representations like PDDL are effective but struggle with long-sequential tasks in complicated environments due to expo…