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ResearchFormerly WizWand

Contextual Bandit on Statlog

0.6Relative Cumulative RegretNeural-SAU-UCB
-3.746425.591854.9384.2682May 10, 2021
Updated 8mo ago

Evaluation results

MethodLinks
Neural-SAU-UCBBackbone=Neural, Strategy=SAU-UCB2021.050.6
Neural-SAU-SBackbone=Neural, Strategy=SAU-Sampling2021.050.62
NeuralLinearBackbone=Neural2021.051.26
Linear-SAU-UCBBackbone=Linear, Strategy=SAU-UCB2021.0510.02
LinearPosteriorBackbone=Linear2021.0510.29
Linear-SAU-SBackbone=Linear, Strategy=SAU-Sampling2021.0510.44
NeuralGreedyBackbone=Neural2021.0540.17
Uniform2021.05100
LinearGreedyBackbone=Linear2021.05109.26