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Table 3 Hyperparameters for RL

From: Network resource optimization with reinforcement learning for low power wide area networks

Hyperparameters

Values

Replay buffer size

50

Minibatch size

8

Activation function

Relu

Optimizer

Adam

Learning rate

0.01

Epsilon decay

0.99

Hidden layers

30×58

Learning time (hours)

10