Alparslan Güzey

Collision-aware cooperative multi-UAV path planning with hierarchical PPO-LSTM

The results indicate that separating waypoint-level strategy from recurrent local execution improves mission reliability and collision avoidance in the tested grid environments, while larger random-map benchmarks, fully controlled MAPPO/QMIX comparisons, and continuous 3-D simulation remain important future work.