Research Article

Intelligent Dynamic Spectrum Allocation in MEC-Enabled Cognitive Networks: A Multiagent Reinforcement Learning Approach

Table 2

Simulation parameters.

ParametersValues

Number of PUs1
Number of SUs9
Number of MEC servers1
Number of authorized channels4
Discount factor 0.99
Learning rate
Replay buffer capacity100 episodes of experience data
Batch size 16 episodes of experience data
Updating step40 steps
Training epoch 2000 epochs
Training episode 100 episodes
Training slot 20 slots
Exploration probability 0.4 to 0.02