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Fairness evaluation on Maritime Digital Twin 16 ports 50 vessels mean-over-episodes

0Gini CoefficientEcoFair-CH-MARL (QMIX)
-0.011680.067160.1460.22484Mar 15, 2026

Evaluation results

MethodLinks
EcoFair-CH-MARL (QMIX)Method (Algo)=QMIX2026.0301
EcoFair-CH-MARL (PPO)Method (Algo)=PPO2026.030.1240.624
EcoFair-CH-MARL (MAPPO)Method (Algo)=MAPPO2026.030.1390.639
SOTOMethod (Algo)=SOTO2026.030.2250.32
FENMethod (Algo)=FEN2026.030.2920.476