Advances, Systems and Applications
Table 2 The hyperparameters of the HCMIX-DDPG
From: Hypergraph convolution mix DDPG for multi-aerial base station deployment
Network hyperparameters | Values |
|---|---|
Layers of actor, critic | 4, 4 |
Neurons of hidden layers for actor | [64,64] |
Neurons of hidden layers for critic | [64,64] |
Learning rate of actor, critic | 0.01, 0.01 |
Optimizer | Adam |
Activation Function | ReLU |
Soft updating rate | 0.5 |
\(\epsilon\) in \(\epsilon\)-greedy | 0.1 |
Memory size | 10000 |
Batch size | 256 |