Weather-aware ship routing on Gulf of Mexico annual 7 routes 12 months 2023
700Arrival Success RatePIER (IQL)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| PIER (IQL)Type=Offline RL2026.03 | 700 | 45.6 | 78.5 | 53.2 | |
| Greedy GoalType=Heuristic2026.03 | 685 | 46.6 | 78.8 | 51.7 | |
| Great CircleType=Heuristic2026.03 | 655 | 49.8 | 89.5 | 55.8 | |
| CQLType=Offline RL2026.03 | 643 | 49.7 | 83.9 | 55.3 | |
| BC (expert)Type=Supervised2026.03 | 63 | 101.1 | 117.3 | 83.6 | |
| DQNType=Online RL2026.03 | 3 | 70.8 | 79.5 | 37.8 |