Table 6. SA3C-ID model training parameters.
| Parameters | Value |
|---|---|
| Number of pigeons | 128 |
| Number of iterations | 100 |
| Number of annealing iterations | 100 |
| Weighting factor of Pearson | 0.4 |
| Weighting factor of Cosine | 0.4 |
| Weighting factor of Jaccard | 0.2 |
| Weighting factor of number of selections | 0.0075 |
| Weighting factor of attenuation factor | 0.8 |
| Learning rate of SA3C-ID | 0.01 |
| Mini-Batch buffer size | 200 |
| Discount factor | 0.001 |
| Entropy regularization coefficient | 0.2 |
| Number of epoch | 100 |
| Number of worker | 4 |
| Experience replay pool size | 1,500 |