Reversal Bandit Modeling

PrototypeResearch

Rescorla-Wagner vs. Bayesian belief updating fit to human behavior; model comparison via BIC.

Reversal learning: choice probability around a switchSample data

Participants48

Reversals6 per block

FitHierarchical

Model2α + β

% choosing prior besttrial, relative to reversal

Trial 0 is the hidden contingency switch.

PrototypeAn interface sketch of this system, not a screenshot. Every figure, name and record in it is invented.