<p>(<b>a</b>) Payoffs were determined by the colors of balls drawn from a bin. In two sampling stages, participants had the opportunity to learn probabilities by observing several drawings. Payoffs were shown in the center of the screen (stimuli). Colors were not displayed (hidden states). After each sampling stage, participants had to decide to buy the gamble or not for a certain price. In the initial sampling stage, both the composition of the bin and the color-payoff association were new. In the resampling stage, the composition of the bin remained the same (same color probabilities) but the associated payoffs were new. (<b>b</b>) <b>Top insert.</b> The color-payoff association changed in the resampling stage. <b>Histograms.</b> These are the true probabilities used to generate the drawings for bins with 2, 5, or 10 colors.</p>