Diversity-Driven Selection of Exploration Strategies in Multi-Armed Bandits

Fabien C. Y. Benureau, Pierre-Yves Oudeyer

We consider a scenario where an agent has multiple available strategies to explore an unknown environment. For each new interaction with the environment, the agent must select whic…