Table 2 Definitions of actions used in DQN
From: General deep learning framework for emissivity engineering
Action No. | Action Definition |
|---|---|
0 | Decrease the material ID of Material I by 1 (min 1) |
1 | Increase the material ID of Material I by 1 (max 8) |
2 | Decrease the material ID of Material II by 1 (min 1) |
3 | Increase the material ID of Material II by 1 (max 8) |
4 | Decrease the Thickness I by 20 (min 20) |
5 | Increase the Thickness I by 20 (max 1000) |
6 | Decrease the Thickness II by 20 (min 20) |
7 | Increase the Thickness II by 20 (max 1000) |
8 | Decrease the Thickness III by 20 (min 20) |
9 | Increase the Thickness III by 20 (max 1000) |
10 | Decrease the Thickness IV by 20 (min 20) |
11 | Increase the Thickness IV by 20 (max 1000) |
12 | Decrease the Thickness V by 20 (min 20) |
13 | Increase the Thickness V by 20 (max 1000) |
