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Fairness evaluation on Maritime Digital Twin 16 ports 50 vessels mean-over-episodes
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0
Gini Coefficient
EcoFair-CH-MARL (QMIX)
-0.01168
0.06716
0.146
0.22484
Mar 15, 2026
Gini Coefficient
Min-Max Ratio
Updated 1mo ago
Evaluation Results
Method
Method
Links
Gini Coefficient
Min-Max Ratio
EcoFair-CH-MARL (QMIX)
Method (Algo)=QMIX
2026.03
0
1
EcoFair-CH-MARL (PPO)
Method (Algo)=PPO
2026.03
0.124
0.624
EcoFair-CH-MARL (MAPPO)
Method (Algo)=MAPPO
2026.03
0.139
0.639
SOTO
Method (Algo)=SOTO
2026.03
0.225
0.32
FEN
Method (Algo)=FEN
2026.03
0.292
0.476
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