Table 2 Definitions of the actions available to the agent
From: Deep Q-network to produce polarization-independent perfect solar absorbers: a statistical report
Action no. | Action definition |
|---|---|
0 | Decrease the spacing between cylinders by 10 nm. |
1 | Increase the spacing between cylinders by 10 nm. |
2 | Decrease the height of the cylinder by 10 nm. |
3 | Increase the height of the cylinder by 10 nm. |
4 | Decrease the diameter of the cylinders by 10 nm. |
5 | Increase the diameter of the cylinders by 10 nm. |
6 | Decrease the thickness of film #1 by 10 nm. |
7 | Increase the thickness of film #1 by 10 nm. |
8 | Decrease the thickness of film #2 by 10 nm. |
9 | Increase the thickness of film #2 by 10 nm. |
10 | Decrease the material ID of cylinders by 1. |
11 | Increase the material ID of cylinders by 1. |
12 | Decrease the material ID of the film #1 by 1. |
13 | Increase the material ID of the film #1 by 1. |
14 | Decrease the material ID of the film #2 by 1. |
15 | Increase the material ID of the film #2 by 1. |