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Reinforcement Learning on OPF with Battery Energy Storage
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42.971
Episode Reward
RPO-DDPG
-26.798128
-8.684989
9.42815
27.541289
Oct 14, 2023
Episode Reward
Max In-Episode Inequality Constraint Violation
Max In-Episode Equality Constraint Violation
Max Episode Inequality Constraint Violation
Max Episode Equality Constraint Violation
Updated 4d ago
Evaluation Results
Method
Method
Links
Episode Reward
Max In-Episode Inequality Constraint Violation
Max In-Episode Equality Constraint Violation
Max Episode Inequality Constraint Violation
Max Episode Equality Constraint Violation
RPO-DDPG
2023.10
42.971
0.0002
0.0001
0
0.0003
RPO-SAC
2023.10
42.0764
0.0003
0
0
0.0002
CUP
2023.10
-5.8377
0
0.4866
0
0.6827
CPO
2023.10
-10.3469
0
0.4413
0
0.6821
SAC-L
type=abridged version
2023.10
-19.4738
0
0.1908
0.0094
0.3994
DDPG-L
type=abridged version
2023.10
-22.0649
0
0.1348
0.0042
0.2845
Safety Layer
2023.10
-24.1147
0
11.4698
0
69.9568
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