Action-Planning

Multi-Robot Coordination with Large Language Models featured image

Multi-Robot Coordination with Large Language Models

We integrate the commonsense reasoning of large language models (LLMs) with structured optimization such as linear programming and dependency graphs, enabling cooperative task …

Data-Driven Motion Planning for Robots featured image

Data-Driven Motion Planning for Robots

We systematically survey how data-driven approaches — deep neural networks, reinforcement learning, and large language models — can be applied to robot motion planning, and explore …