Strategy optimization for manufacturing production on Manufacturing Standard Production scenario
17.38Lead time (h/sprint)AI-only baseline
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| AI-only baseline2026.05 | 17.38 | 49.6 | 259.54 | 35.8 | 3.48 | |
| Oracle counterfactual baseline2026.05 | 20.37 | 52.8 | 387.38 | 56.3 | 4.54 | |
| LinUCBgovernance=off2026.05 | 24.76 | 46.3 | 588.54 | 92.6 | 10.94 | |
| LinUCBgovernance=on2026.05 | 24.96 | 45.2 | 605.24 | 88.9 | 10.98 | |
| UCB1governance=on2026.05 | 25.71 | 44.5 | 639.37 | 93.4 | 11.9 | |
| UCB1governance=off2026.05 | 26.68 | 44.9 | 671.86 | 98.5 | 13.05 | |
| Affinity heuristic baseline2026.05 | 26.9 | 49.3 | 659.74 | 98.9 | 10.22 | |
| Thompsongovernance=on2026.05 | 26.97 | 44.1 | 689.12 | 98.8 | 13.02 | |
| Human+scheduler baseline2026.05 | 28.85 | 40.8 | 733.76 | 99.8 | 16.39 | |
| Random baseline2026.05 | 29.13 | 37.2 | 771.86 | 99.9 | 19.82 | |
| Fixed-human baseline2026.05 | 40.23 | 23 | 1,264.62 | 100 | 36.03 |