Quantum Reasoning using Lie Algebra for Everyday Life (and AI perhaps...)
Abstract
We investigate the applicability of the formalism of quantum mechanics to everyday life. It seems to be directly relevant for situations in which the very act of coming to a conclusion or decision on one issue affects one's confidence about conclusions or decisions on another issue. Lie algebra theory is argued to be a very useful tool in guiding the construction of quantum descriptions of such situations. Tests, extensions and speculative applications and implications, including for the encoding of thoughts in neural networks, are discussed. It is suggested that the recognition and incorporation of such mathematical structure into machine learning and artificial intelligence might lead to significant efficiency and generality gains in addition to ensuring probabilistic reasoning at a fundamental level.
Cite
@article{arxiv.1811.04760,
title = {Quantum Reasoning using Lie Algebra for Everyday Life (and AI perhaps...)},
author = {Steven Gratton},
journal= {arXiv preprint arXiv:1811.04760},
year = {2018}
}
Comments
17 pages