Surrogate Modeling on LunarLanderContinuous v3 (val)
96.84Fidelity (%)Simple-MLP
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Simple-MLPArchitecture=32 hidden units, Activation=ReLU2026.02 | 96.84 | 0.0016 | 0.55 | — | — | |
| FCS-Tri.Membership Function=Triangular, Rule Count=162026.02 | 81.48 | 0.0053 | 1.05 | 0.814 | 0.933 | |
| FCS-Gaus.Membership Function=Gaussian, Rule Count=162026.02 | 81.38 | 0.0037 | 0.87 | 0.723 | 0.974 | |
| DT-16Base Method=CART, Max Leaves=162026.02 | 60.14 | 0.0074 | 1.32 | — | — |