Pipe Layout Optimization on Pipe Layout Pipe-8
810.46Physical Length (PL)FPRO
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FPROVariant=Complete model2026.05 | 810.46 | 0 | 0 | 8.4 | |
| FPRO-RMechanism=Removes stage-guided reward2026.05 | 834.91 | 0 | 0 | 16.5 | |
| FPRO-NModule=Excludes stochastic noise injection2026.05 | 834.92 | 0 | 0 | 14 | |
| PPG2026.05 | 849.75 | 0 | 0.14 | 39.7 | |
| SAC2026.05 | 874.36 | 3 | 2.09 | 61.7 | |
| TD32026.05 | 935.57 | 0 | 0.5 | 47.6 | |
| FPRO2026.05 | 1,039.9 | — | 0 | — | |
| SLPR2026.05 | 1,076.85 | — | 52.6 | — | |
| m-SLPR2026.05 | 1,177.39 | — | 29 | — |