Research Article

A Method of Multi-UAV Cooperative Task Assignment Based on Reinforcement Learning

Table 2

The parameters of simulation.

ParameterValue

Number of UAVs3
Number of tasks3
Number of obstacles1
Number of base stations1
Steps of episode35
Capacity of replay buffer1000000
Number of network neurons128
Learning rate0.001
Discount factor of reward0.99
Update ratio of target network 0.001