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ResearchFormerly WizWand

Time series prediction on Concept

0.2017Average RMSEGreedy
0.1992760.2154330.231590.247747May 6, 2026
Updated 6mo ago

Evaluation results

MethodLinks
GreedyNumber of agents=252026.050.2017
GreedyNumber of agents=1002026.050.2069
GreedyNumber of agents=5002026.050.2077
GreedyOptimization Strategy=Greedy, Number of agents=25, Model Architecture=RFN2026.050.2403
GreedyOptimization Strategy=Greedy, Number of agents=100, Model Architecture=RFN2026.050.2433
GreedyOptimization Strategy=Greedy, Number of agents=500, Model Architecture=RFN2026.050.247
NashNumber of agents=252026.050.247
NashNumber of agents=1002026.050.2526
NashNumber of agents=5002026.050.2537
NashOptimization Strategy=Decentralized (Nash), Number of agents=100, Model Architecture=RFN2026.050.2595
NashOptimization Strategy=Decentralized (Nash), Number of agents=25, Model Architecture=RFN2026.050.2597
NashOptimization Strategy=Decentralized (Nash), Number of agents=500, Model Architecture=RFN2026.050.2615