Boltzmann State-Dependent Rationality
<|reference_start|>Boltzmann State-Dependent Rationality: 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.<|reference_end|>
@article{lerner2024boltzmann,
    title={Boltzmann State-Dependent Rationality},
    author={Osher Lerner},
    journal={arXiv preprint arXiv:2404.17725},
    year={2024},
    archivePrefix={arXiv},
    eprint={2404.17725},
    primaryClass={cs.AI cs.RO}
}