  This paper expands on existing learned models of human behavior via a
measured step in structured irrationality. Specifically, by replacing the
suboptimality constant $\beta$ in a Boltzmann rationality model with a function
over states $\beta(s)$, we gain natural expressivity in a computationally
tractable manner. This paper discusses relevant mathematical theory, sets up
several experimental designs, presents limited preliminary results, and
proposes future investigations.
