M. Ershov

Optimizing the UCB Strategy for Batch Data Processing

For the Gaussian two-armed bandit, which occurs during the analysis of batch data processing, the case of variable batch size is considered. This optimal control problem has a classical interpretation as a game with nature. The player’s payment function is the mathematical expectation of the regrets of full income caus...