RIE-Greedy: Regularization-Induced Exploration for Contextual Bandits

Tong Li, Thiago de Queiroz Casanova, Eric M. Schwartz +3

Real-world contextual bandit problems with complex reward models are often tackled with iteratively trained models, such as boosting trees. However, it is difficult to directly app…