Boltzmann State-Dependent Rationality
Artificial Intelligence
2024-04-30 v1 Robotics
Abstract
This paper expands on existing learned models of human behavior via a measured step in structured irrationality. Specifically, by replacing the suboptimality constant in a Boltzmann rationality model with a function over states , 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.
Cite
@article{arxiv.2404.17725,
title = {Boltzmann State-Dependent Rationality},
author = {Osher Lerner},
journal= {arXiv preprint arXiv:2404.17725},
year = {2024}
}