Rui Qin

Multi-UAV fire rescue path planning based on the improved DQN algorithm

An improved deep Q-network (DQN) algorithm is proposed, introducing a priority experience replay mechanism to improve sample utilization, and designing a composite reward function including arrival reward, step penalty, direction guidance, and safety penalty to guide the UAV to plan safe and efficient flight paths in c...