no code implementations • 7 Mar 2023 • Eli Sennesh, Tom Xu, Yoshihiro Maruyama
Category theory has been successfully applied in various domains of science, shedding light on universal principles unifying diverse phenomena and thereby enabling knowledge transfer between them.
no code implementations • 9 May 2022 • Eli Sennesh, Tom Xu, Yoshihiro Maruyama
Applied category theory has recently developed libraries for computing with morphisms in interesting categories, while machine learning has developed ways of learning programs in interesting languages.
no code implementations • 5 Oct 2021 • Michael Timothy Bennett, Yoshihiro Maruyama
We attempt to define what is necessary to construct an Artificial Scientist, explore and evaluate several approaches to artificial general intelligence (AGI) which may facilitate this, conclude that a unified or hybrid approach is necessary and explore two theories that satisfy this requirement to some degree.
no code implementations • 22 Jul 2021 • Michael Timothy Bennett, Yoshihiro Maruyama
An ethical AI must be capable of inferring unspoken rules, interpreting nuance and context, possess and be able to infer intent, and explain not just its actions but its intent.
no code implementations • 23 Apr 2021 • Michael Timothy Bennett, Yoshihiro Maruyama
An agent possessed of it has a rationale for its decisions in terms of that purpose, expressed in a perceptual symbol system grounded in hardware.
no code implementations • 27 Jul 2020 • Masashi Fukuhara, Kazuhiko Fujiwara, Yoshihiro Maruyama, Hiroyasu Itoh
Common component extraction is confirmed by an evaluation of numerically mixed amino acid spectra.