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Weather-aware ship routing on Gulf of Mexico annual 7 routes 12 months 2023
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700
Arrival Success Rate
PIER (IQL)
-24.88
163.31
351.5
539.69
Mar 18, 2026
Arrival Success Rate
Arrival Time (h)
Fuel Proxy
HF Exposure
Updated 4mo ago
Evaluation Results
Method
Method
Links
Arrival Success Rate
Arrival Time (h)
Fuel Proxy
HF Exposure
PIER (IQL)
Type=Offline RL
2026.03
700
45.6
78.5
53.2
Greedy Goal
Type=Heuristic
2026.03
685
46.6
78.8
51.7
Great Circle
Type=Heuristic
2026.03
655
49.8
89.5
55.8
CQL
Type=Offline RL
2026.03
643
49.7
83.9
55.3
BC (expert)
Type=Supervised
2026.03
63
101.1
117.3
83.6
DQN
Type=Online RL
2026.03
3
70.8
79.5
37.8
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