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ResearchFormerly WizWand

Multi-agent Cooperation on Simple_Tag 6 agents

16,293.59Average RewardICRL
-647.79163,750.45178,148.69512,546.9383Sep 12, 2025Sep 25, 2025Oct 9, 2025Oct 23, 2025Nov 5, 2025Nov 19, 2025Dec 3, 2025
Updated 3mo ago

Evaluation results

MethodLinks
ICRL2025.0916,293.59
IPPO2025.095,158.75
FC-MADDPGTesting Environment=Unrestricted2025.12138.5
CC-MADDPGTesting Environment=Light DBC (5)2025.12135.3
CC-MADDPGTesting Environment=Medium MBC (6)2025.12133.2
CC-MADDPGTesting Environment=Light MBC (3)2025.12131.9
CC-MADDPGTesting Environment=Unrestricted2025.12131.8
CC-MADDPGTesting Environment=Heavy MBC (8)2025.12131.8
CC-MADDPGTesting Environment=Medium DBC (3)2025.12127.4
FC-MADDPGTesting Environment=Light MBC (3)2025.12123.9
CC-MADDPGTesting Environment=Heavy DBC (1)2025.12122.1
Dropout-MADDPGTesting Environment=Unrestricted, Dropout Rate=0.22025.1284.2
Dropout-MADDPGTesting Environment=Light MBC (3), Dropout Rate=0.22025.1283.5
Dropout-MADDPGTesting Environment=Light DBC (5), Dropout Rate=0.22025.1283
Dropout-MADDPGTesting Environment=Medium MBC (6), Dropout Rate=0.22025.1282.1
Dropout-MADDPGTesting Environment=Heavy MBC (8), Dropout Rate=0.22025.1281.3
Dropout-MADDPGTesting Environment=Light DBC (5), Dropout Rate=0.52025.1280.1
Dropout-MADDPGTesting Environment=Medium MBC (6), Dropout Rate=0.52025.1279.6
Dropout-MADDPGTesting Environment=Medium DBC (3), Dropout Rate=0.52025.1279.3
Dropout-MADDPGTesting Environment=Heavy DBC (1), Dropout Rate=0.22025.1279.1
Dropout-MADDPGTesting Environment=Heavy MBC (8), Dropout Rate=0.52025.1278.6
Dropout-MADDPGTesting Environment=Unrestricted, Dropout Rate=0.52025.1278.5
FC-MADDPGTesting Environment=Medium MBC (6)2025.1278.5
Dropout-MADDPGTesting Environment=Light MBC (3), Dropout Rate=0.52025.1278.1
Dropout-MADDPGTesting Environment=Medium DBC (3), Dropout Rate=0.82025.1277.2
Dropout-MADDPGTesting Environment=Heavy DBC (1), Dropout Rate=0.82025.1276.5
Dropout-MADDPGTesting Environment=Light DBC (5), Dropout Rate=0.82025.1275.7
Dropout-MADDPGTesting Environment=Medium DBC (3), Dropout Rate=0.22025.1275.5
Dropout-MADDPGTesting Environment=Heavy MBC (8), Dropout Rate=0.82025.1275.2
Dropout-MADDPGTesting Environment=Unrestricted, Dropout Rate=0.82025.1273.1
Dropout-MADDPGTesting Environment=Light MBC (3), Dropout Rate=0.82025.1272.9
Dropout-MADDPGTesting Environment=Heavy DBC (1), Dropout Rate=0.52025.1272.2
Dropout-MADDPGTesting Environment=Medium MBC (6), Dropout Rate=0.82025.1272
FC-MADDPGTesting Environment=Heavy MBC (8)2025.1269.8
FC-MADDPGTesting Environment=Light DBC (5)2025.1214.7
MADDPGTesting Environment=Heavy DBC (1)2025.1211.1
MADDPGTesting Environment=Medium DBC (3)2025.128
MADDPGTesting Environment=Heavy MBC (8)2025.127
MADDPGTesting Environment=Light DBC (5)2025.126.6
MADDPGTesting Environment=Medium MBC (6)2025.126.4
MADDPGTesting Environment=Unrestricted2025.126.2
MADDPGTesting Environment=Light MBC (3)2025.126.2
FC-MADDPGTesting Environment=Medium DBC (3)2025.125.4
FC-MADDPGTesting Environment=Heavy DBC (1)2025.123.8