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. 2025 Jul 31;11:e3089. doi: 10.7717/peerj-cs.3089

Table 6. SA3C-ID model training parameters.

Parameters Value
Number of pigeons NUMpigeon 128
Number of iterations NUMt 100
Number of annealing iterations NUMat 100
Weighting factor of Pearson ω1 0.4
Weighting factor of Cosine ω2 0.4
Weighting factor of Jaccard ω3 0.2
Weighting factor of number of selections λ 0.0075
Weighting factor of attenuation factor β 0.8
Learning rate of SA3C-ID 0.01
Mini-Batch buffer size |M| 200
Discount factor γ 0.001
Entropy regularization coefficient α 0.2
Number of epoch 100
Number of worker 4
Experience replay pool size 1,500