Modeling the Role of the Striatum in Non-Stationary Bandit Tasks
Sabyasachi Shivkumar, V. Srinivasa Chakravarthy, Nicolas P. Rougier
The paper presents two models to predict agent behavior in non-stationary bandit tasks: a theoretical Bayesian model and a neural model of the basal ganglia, showing their relationship and predictive performance.