Atiyah, Israa SalmanCansever, GalipAhmed, Ali Saadoon2023-08-212023-08-212023Atiyah, I. S., Cansever, G., & Ahmed, A. S. (2023). LAN based GIS optimization for coverage in wireless networks. In 2023 5th International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA) (pp. 1-5). IEEE.9798350337525https://hdl.handle.net/20.500.12939/3689Machine learning is a branch of artificial intelligence based on the idea that systems can learn to identify patterns and make decisions with a minimum of human intervention. In this Paper, demonstration learning will be used, using neural networks in a prototype of a drone built to perform trajectories in controlled environments. To accelerate the training convergence process, a new training data selection approach has been introduced, which picks data from the experience pool based on priority instead of randomness. An autonomous maneuver strategy for dual-UAV olive formation air warfare is provided, which makes use of UAV capabilities such as obstacle avoidance, formation, and confrontation to maximize the effectiveness of the attack.eninfo:eu-repo/semantics/closedAccessANNDLMLUAVConference Object2-s2.0-85165720992N/A