Urban Delivery Optimization on Columbus
9,234Completed DeliveriesMADDPG
Evaluation Results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MADDPGTraining Time (min)=293.092026.03 | 9,234 | 8,472 | 762 | 91.8 | 100 | 47,096 | 52,950 | 5,854 | 903 | 842 | -839 | -958 | 4,437 | — | — | — | |
| Attn-MADDPGTraining Time (min)=983.342026.03 | 9,234 | 8,979 | 254 | 97.2 | 100 | 39,199 | 41,144 | 1,947 | 550 | 356 | -1,161 | -1,444 | 5,281 | — | — | — | |
| UMSTTraining Time (min)=0.002026.03 | 9,103 | 8,868 | 235 | 96 | 98.6 | 26,946 | 47,700 | 20,754 | 635 | 605 | -311 | -291 | 2,114 | — | — | — | |
| UMSTTraining Time (min)=02026.03 | 9,103 | 8 | 235 | 96 | 98.6 | 26 | 47 | 20 | 635 | 605 | -311 | -291 | 2 | 43.5 | 5 | 7,604 | |
| MADDPGTraining Time (min)=293.092026.03 | 9 | 8,472 | 762 | 91.8 | 100 | 47,096 | 52 | 5,854 | 903 | 842 | 839 | 958 | 4,437 | 11.1 | 2,700 | 9 | |
| GNNTraining Time (min)=29.412026.03 | 9 | 9 | 0 | 100 | 100 | 24,790 | 60 | 35 | 2,859 | 2,823 | 4 | 4 | 9 | 58.9 | 1,094 | 9 |