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Surrogate Policy Generation on Symbolic regression
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0.75
Ensemble Training Time (h)
PCE surrogate
0.7125
0.73125
0.75
0.76875
Oct 24, 2025
Ensemble Training Time (h)
PCE Fitting Time (s)
PCE Sampling Time (10k Samples) (s)
Total Surrogate Time (s)
Speedup (×)
Updated 15d ago
Evaluation Results
Method
Method
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Ensemble Training Time (h)
PCE Fitting Time (s)
PCE Sampling Time (10k Samples) (s)
Total Surrogate Time (s)
Speedup (×)
PCE surrogate
Hardware=single CPU, S...
2025.10
0.75
0.009
0.084
0.093
29,000
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