Table 4 Enforcement learning network training hyperparameters.
Number of Layer Segments | Number of Hidden Layer | 32 Neurons | 64 Neurons | 128 Neurons | 256 Neurons | 512 Neurons | 1024 Neurons |
---|---|---|---|---|---|---|---|
Single-layer segment | 2 | − 218 | − 123 | − 102 | |||
3 | − 196 | − 87 | − 89 | ||||
4 | − 148 | − 98 | − 90 | ||||
Two-layer segment | 2 | − 545 | − 513 | − 625 | |||
3 | − 491 | − 451 | − 496 | ||||
4 | − 486 | − 463 | − 467 | ||||
Three-layer segment | 2 | − 718 | − 681 | − 841 | |||
3 | − 642 | − 526 | − 736 | ||||
4 | − 621 | − 596 | − 756 |