Jiekai Wu

SkyAgent: A lightweight LLM-driven reinforcement learning framework for adaptive cooperative path planning of two UAVs

This work provides a feasible technical pathway and reproducible evaluation benchmark for the collaborative deployment of lightweight LLM planner, sub-goal guidance, sensor observations, cooperative reward, and reward shaping components and quantifies the indispensability of the LLM planner.