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Table 1 Averaged evaluation metrics of the 15 trained agents, including standard deviation, in comparison with the deterministic baseline applied to the 8028 test steps

From: Towards reinforcement learning for vulnerability analysis in power-economic systems

Metric

Baseline

Learned

Profit \(\phantom {\dot {i}\!}\Phi _{\MakeUppercase {{g}}^{*}}\) [€]

6,529

27,631 ± 3,064

Market share \(\phantom {\dot {i}\!}\sigma _{\MakeUppercase {{g}}^{*}}\) [%]

6.79

9.47 ± 0.43

Overload nol

3

2216.2 ±339.85

Undervoltage nuv

0

3103.27 ± 467.27

Overvoltage nov

0

2.07 ± 1.81