Risk occupies a central role in both the theory and practice of decision-making. Although it is deeply implicated many conditions involving dysfunctional behavior thought, modern theoretical approaches to understanding mitigating risk, either one-shot or sequential settings, have yet permeate fully fields neural reinforcement learning computational psychiatry. Here we use one prominent approach...