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Advances, Systems and Applications

Table 2 The hyperparameters of Fed-DDPG

From: HAP-assisted multi-aerial base station deployment for capacity enhancement via federated deep reinforcement learning

Network hyperparameters

Values

Layer type of actor

Fully connected

Neurons of hidden layers for actor

[64,64]

Layer type of critic

Fully connected

Neurons of hidden layers for critic

[64,64]

Optimizer

Adam

Activation Function

Leaky ReLU

\(\epsilon\) in \(\epsilon\)-greedy

0.1

Memory size

10000

Batch size

512

Discount factor

0.9