Reinforcement Learning, Machine Learning, Deep Learning.
(UCB) estimate. The UCB estimate consists of two terms: the estimated reward and the confidence interval. The confidence interval is proportional to the square root of the logarithm of the number of times the arm has been played. The UCB algorithm has been shown to have good performance in both