Refined intelligence theory: artificial intelligence regarding complex dynamic objects

Artificial intelligence - theory and practice

Artificial Intelligence and Sign Theory

Research in artificial intelligence is often regarded as pertaining to the fields of engineering or informatics. Intelligent robots, expert systems, automatic translators, so it is said, belong to the world of computer technology.But is this really the case? Even a cursory study will easily show that things are not that simple as a well orchestrated marketing would have us think. A deeper analy...

AGM Theory and Artificial Intelligence

A very influential work on belief change is based on the seminal paper ‘On the Logic of Theory Change: Partial Meet Contractions and Revision Functions’. In this paper Alchourron, Gärdenfors, and Makinson investigate the properties that such a method should have in order to be intuitively appealing. The result was a set of postulates (named AGM postulates after the initials of the authors) that...

Advances in Artificial Intelligence Theory

In recent years, the usual knowledge representation (KR) problem in artificial intelligence is how to automatically represent and transform different kinds of knowledge using one kind of schema. Especially this problem focuses on representing formal knowledge in natural language for human understanding. For this purpose, this paper proposes an extended super-function (ESF) schema to build a nov...

Artificial Intelligence for Artificial Artificial Intelligence

Crowdsourcing platforms such as Amazon Mechanical Turk have become popular for a wide variety of human intelligence tasks; however, quality control continues to be a significant challenge. Recently, we propose TURKONTROL, a theoretical model based on POMDPs to optimize iterative, crowdsourced workflows. However, they neither describe how to learn the model parameters, nor show its effectiveness...