Optimal models of decision-making in dynamic environments

•Normative models describe evidence accumulation strategies in volatile environments.•When correct choices change unpredictably evidence should be discounted flexibly.•Time-varying decision thresholds are optimal when trial difficulty changes.•Experiments suggest that subjects adapt their decision-making process accordingly.