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ResearchFormerly WizWand

Multi-Agent Coordination on TJ environment (test)

100Max Success RateMAGIC
73.812880.611487.4194.2086Jun 5, 2026
Updated 5mo ago

Evaluation results

MethodLinks
MAGICCase=L = 2 (w/o IEI), Communication Rounds=2, IEI Regularization=False2026.061001,144737,6371,537,315
MAGICCase=L = 1 (w/ IEI), Communication Rounds=1, IEI Regularization=True2026.06100474738,426771,422
IC3NetCase=L = 2 (w/o IEI), Communication Rounds=2, IEI Regularization=False2026.0699.984721,312,5001,382,836
CommNetCase=L = 2 (w/o IEI), Communication Rounds=2, IEI Regularization=False2026.0699.913671,392,5101,477,974
IC3NetCase=L = 1 (w/ IEI), Communication Rounds=1, IEI Regularization=True2026.0699.75868657,157699,102
TarMACCase=L = 2 (w/o IEI), Communication Rounds=2, IEI Regularization=False2026.0699.455011,872,7441,920,432
TarMACCase=L = 1 (w/ IEI), Communication Rounds=1, IEI Regularization=True2026.0698.28388936,721965,363
GACommCase=L = 1 (w/o IEI), Communication Rounds=1, IEI Regularization=False2026.0697.481,294736,901773,801
GACommCase=L = 1 (w/ IEI), Communication Rounds=1, IEI Regularization=True2026.0696.15828736,876772,184
GACommCase=L = 2 (w/o IEI), Communication Rounds=2, IEI Regularization=False2026.0696.11231,471,5161,536,860
CommNetCase=L = 1 (w/ IEI), Communication Rounds=1, IEI Regularization=True2026.0691.571,067657,117765,237
MAGICCase=L = 1 (w/o IEI), Communication Rounds=1, IEI Regularization=False2026.0690.44492737,293832,487
IC3NetCase=L = 1 (w/o IEI), Communication Rounds=1, IEI Regularization=False2026.0687.411,345656,786682,442
TarMACCase=L = 1 (w/o IEI), Communication Rounds=1, IEI Regularization=False2026.0678.87416937,246957,932
CommNetCase=L = 1 (w/o IEI), Communication Rounds=1, IEI Regularization=False2026.0674.82969657,197821,304