Yanxiu Wang

DQN-based 3D path planning for UAVs in urban airspace

Experimental results validate the effectiveness of the proposed reinforcement learning approach based on the Deep Q-Network algorithm, demonstrating its superior obstacle avoidance capabilities and exceptional energy optimization performance in complex urban settings.