Task-Guided Multi-UAV Cooperative Multi-Target Tracking with Gaussian Process-Based Value Correction
A hierarchical-guidance and Gaussian-process-corrected multi-agent proximal policy optimization method, termed HGP-MAPPO, which achieves faster training convergence, higher average episode rewards, and improved target retention rates and effectively reduces UAV–target distance fluctuations and the mean absolute tempora...