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PredatorPrey

Benchmarks

Task NameDataset NameSOTA ResultTrend
Multi-agent coordinationPredatorPrey-Diagonal (PP-D) ablation (test)
Task Score4.19
24
PredatorPreyPredatorPrey Diagonal
Task Metric3.6
24
PredatorPreyPredatorPrey Orthogonal (PP-O)
PP-O Task Score4.64
24
Multi-agent Observation SharingPredatorPrey Diagonal
Rate of Successful Action Changes100
24
Multi-agent Observation SharingPredatorPrey-Orthogonal (PP-O)
Rate of successful action changes77
24
Rate of successful action changesPredatorPrey Diagonal (PP-D) RIAL (test)
Success Rate54
24
Rate of successful action changesPredatorPrey Orthogonal (PP-O) RIAL (test)
Success Rate17
24
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