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ResearchFormerly WizWand

Multi-Agent Reinforcement Learning on TREA rdist

32,421Mean Episodic RewardMADDPG
-34,718.28-17,287.89142.517,572.89Oct 14, 2022
Updated 8mo ago

Evaluation results

MethodLinks
MADDPGq=102022.1032,421
MAPPOq=102022.1031,878
DRE-MARLq=102022.1029,193
QMIXq=102022.1027,100
p2p-MARLq=102022.1020,437
MAACq=102022.1017,306
MADDPGq=72022.1015,436
MAPPOq=72022.1014,473
QMIXq=72022.1014,364
DRE-MARLq=72022.1014,249
p2p-MARLq=72022.109,627
MAACq=72022.108,342
MAPPOq=32022.102,742
MADDPGq=32022.102,712
DRE-MARLq=32022.102,567
QMIXq=32022.102,384
MAACq=32022.101,776
p2p-MARLq=32022.101,708
QMIXq=32022.10-427
p2p-MARLq=32022.10-447
MADDPGq=32022.10-449
DRE-MARLq=32022.10-484
MAACq=32022.10-513
MAPPOq=32022.10-691
IQLq=32022.10-889
DRE-MARLq=72022.10-2,733
p2p-MARLq=72022.10-2,745
MADDPGq=72022.10-2,824
MAACq=72022.10-2,956
IQLq=32022.10-3,505
QMIXq=72022.10-3,553
MAPPOq=72022.10-3,741
IQLq=72022.10-5,092
MAACq=102022.10-5,306
DRE-MARLq=102022.10-5,340
p2p-MARLq=102022.10-5,515
MADDPGq=102022.10-5,847
MAPPOq=102022.10-6,912
IQLq=102022.10-8,727
QMIXq=102022.10-8,897
IQLq=72022.10-17,986
IQLq=102022.10-32,136