Table 3 Specifications of the trained MLP neural network model.

From: Thermal neutron beam optimization for PGNAA applications using Q-learning algorithm and neural network

Network parameters

MLP

Number of inputs (xi)

3

Number of neurons in the first hidden layer

40

Number of neurons in the second hidden layer

30

Number of neurons in the third hidden layer

20

Number of outputs

1

Activation function of hidden and output layers

Relu function

Optimizer

Rmsprop = 0.8

Epoch

4000

Loss

0.0008