Managing Self-Learning Experts under Per-Round Budget Constraints

Ilgam Latypov, Alexandra Suvorikova, Alexey Kroshnin +2

This paper addresses the problem of sequential decision-making under learning budget constraints. Such settings naturally arise in applications like managing a portfolio of bandit…