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Benchmarks
Surrogate Policy Generation on Sachs 11-node
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0.5
Ensemble Training Time (h)
PCE surrogate
0.475
0.4875
0.5
0.5125
Oct 24, 2025
Ensemble Training Time (h)
PCE Fit Time (s)
PCE Sampling Time (10k points) (s)
Total Surrogate Time (s)
Speedup (x)
Updated 15d ago
Evaluation Results
Method
Method
Links
Ensemble Training Time (h)
PCE Fit Time (s)
PCE Sampling Time (10k points) (s)
Total Surrogate Time (s)
Speedup (x)
PCE surrogate
Hardware=single CPU, S...
2025.10
0.5
0.026
0.21
0.23
8,000
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