Reconciling Irrational Human Behavior with AI based Decision Making: A Quantum Probabilistic Approach
Artificial Intelligence
2018-08-15 v1
Abstract
There are many examples of human decision making which cannot be modeled by classical probabilistic and logic models, on which the current AI systems are based. Hence the need for a modeling framework which can enable intelligent systems to detect and predict cognitive biases in human decisions to facilitate better human-agent interaction. We give a few examples of irrational behavior and use a generalized probabilistic model inspired by the mathematical framework of Quantum Theory to model and explain such behavior.
Cite
@article{arxiv.1808.04600,
title = {Reconciling Irrational Human Behavior with AI based Decision Making: A Quantum Probabilistic Approach},
author = {Sagar Uprety and Dawei Song},
journal= {arXiv preprint arXiv:1808.04600},
year = {2018}
}
Comments
Published at the Workshop on AI and Computational Psychology at IJCAI-ECAI 2018