The hypotheses that value-based strategies are implemented in the cortico-basal ganglia loops have been supported by substantial studies reporting neural activities correlated with action values. However, animals often show different strategies, such as the win-stay, lose-switch strategy ; after a rewarded trial, the same action is selected, otherwise other action is