Understanding the stochastic dynamics of sequential decision-making processes: A path-integral analysis of multi-armed bandits

Bo Li, Chi Ho Yeung

The multi-armed bandit (MAB) model is one of the most classical models to study decision-making in an uncertain environment. In this model, a player chooses one of $K$ possible arm…