Tianxu Li

Efficient Exploration-Enabled Multi-Agent Reinforcement Learning for Multi-UAV Cooperative Target Search

A novel method named AEQMIX is proposed, which integrates trajectory entropy maximization into QMIX, an advanced Multi-Agent Reinforcement Learning (MARL) method, to encourage efficient exploration in multi-UAV Cooperative Target Search.