The K-Nearest Neighbour UCB Algorithm for Multi-Armed Bandits with Covariates

Henry W. J. Reeve, Joe Mellor, Gavin Brown 0001. The K-Nearest Neighbour UCB Algorithm for Multi-Armed Bandits with Covariates. In Firdaus Janoos, Mehryar Mohri, Karthik Sridharan, editors, Algorithmic Learning Theory, ALT 2018, 7-9 April 2018, Lanzarote, Canary Islands, Spain. Volume 83 of Proceedings of Machine Learning Research, pages 725-752, PMLR, 2018. [doi]

Abstract

Abstract is missing.