outcast. An obstacle-aware UAV–terrestrial communication architecture simulation twin. A comprehensive framework featuring dynamic world modeling, mobile users, link-layer simulation, channel modeling, and an integrated metrics collection pipeline. Includes a Q-learning implementation for UAV trajectory control.