Table 2 Parameters employed in the experiment
From: Newspaper article-based agent control in smart city simulations
Parameter | Word2Vec | Generator (GAN) | Discriminator |
|---|---|---|---|
Model | Skip-gram | LSTM | Bi-LSTM |
Input | 188 | 300 | 300 |
Output | 300 | 300 | 1 |
Layer_number | 1 | 2 | 2 |
Layer_size | 300 | 100 | 100 |
Learning_rate | 0.0001 | 0.1 | 0.1 |
Sequence_length | 1 | 3 | 3 |
Batch_size | 10,000 | 32 | 64 |
Epoch | 10 | 16 | 16 |