Meta-Learning of Exploration/Exploitation Strategies: The Multi-Armed Bandit Case

Francis Maes, Damien Ernst, Louis Wehenkel

The exploration/exploitation (E/E) dilemma arises naturally in many subfields of Science. Multi-armed bandit problems formalize this dilemma in its canonical form. Most current res…