Table 1. Parameters identified with the grid search technique.
Name | Range min | Range max | Found value |
---|---|---|---|
STDP learning rate (ζ) | 0.1 | 1.0 | 0.96 |
STDP threshold (c) | 0.1 | 1.0 | 0.67 |
Planner learning rate (η) | 0.001 | 1.0 | 0.008 |
Softmax temperature (τ) | 0.01 | 0.1 | 0.02 |
Neural noise (ν) | 0.01 | 0.1 | 0.02 |
Entropy max threshold (ϵ) | 0.3 | 1.0 | 0.74 |
Entropy decrease (δ) | 0.01 | 0.2 | 0.12 |