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Multi-agent particle environment (MPE)

Benchmarks

Task NameDataset NameSOTA ResultTrend
Keep-Away (2v2)Multi-agent particle environment (MPE) (test)
Mean Episode Extrinsic Reward52.14
7
Predator-Prey (2v2)Multi-agent particle environment (MPE) (test)
Mean Episode Extrinsic Reward-0.77
7
Physical Deception (2v1)Multi-agent particle environment (MPE) (test)
Mean Extrinsic Reward101.72
7
Heterogeneous Navigation (4v0)Multi-agent particle environment (MPE) (test)
Mean Episode Extrinsic Reward311.67
6
Cooperative Navigation (3v0)Multi-agent particle environment (MPE) (test)
Mean Episode Extrinsic Reward155.88
6
Showing 5 of 5 rows