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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