Neuro-Symbolic Natural Language Navigational Planner: Leveraging Large Language Models and Symbolic Reasoning for Efficient Path Planning

A neuro-symbolic framework called NSP that leverages the neural reasoning abilities of Large Language Models (LLMs) to generate symbolic representations of the environment and a symbolic path planning algorithm, which is then executed to produce a solution path.