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. 2020 Jun 21;20(12):3515. doi: 10.3390/s20123515

Table 5.

Hyperparameters experiment table.

Hyper-Parameters Actor/Critic Learning Rate Reward Discount Factor Batch Size
1 0.001 0.6 32
2 0.001 0.8 16
3 0.001 0.8 32
4 0.001 0.8 64
5 0.001 0.8 128
6 0.001 0.8 256
7 0.001 0.9 16
8 0.001 0.9 32
9 0.001 0.9 64
10 0.001 0.9 128
11 0.001 0.9 256
12 0.005 0.9 16
13 0.005 0.9 32
14 0.005 0.9 64
15 0.005 0.8 64
16 0.005 0.9 128
17 0.005 0.9 256