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Towards a Quantum Mechanical Model of the Inner Stage of Cognitive Agents

  • We present a model, inspired by quantum field theory, of the so-called inner stage of technical cognitive agents. The inner stage represents all knowledge of the agent. It allows for planning of actions and for higher cognitive functions like coping and fantasy. By the example of a cognitive mouse agent living in a maze wold, we discuss learning, action planning, and attention in a fully deterministic setting and assuming a totally observable world. We explain the relevance of our approach to cognitive infocommunications.

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Metadaten
Author: Matthias WolffORCiD, Markus Huber, Günther Wirsching, Ronald RömerGND, Peter Beim Graben, Ingo SchmittORCiDGND
URL:https://ieeexplore.ieee.org/document/8639892
DOI:https://doi.org/10.1109/CogInfoCom.2018.8639892
ISBN:978-1-5386-7094-1
Title of the source (English):9th IEEE International Conference on Cognitive Infocommunications (CogInfoCom 2018), proceedings, Aug. 22-24, 2018, Budapest, Hungary
Publisher:IEEE
Place of publication:Piscataway, NJ
Document Type:Conference Proceeding
Language:English
Year of publication:2018
Tag:attention modeling; cognitive agents; cognitive systems; inner stage; machine learning; ontology inference; quantum field theory; veridicality
First Page:147
Last Page:152
Comment:
Best Paper Award
Faculty/Chair:Fakultät 1 MINT - Mathematik, Informatik, Physik, Elektro- und Informationstechnik / FG Kommunikationstechnik
Fakultät 1 MINT - Mathematik, Informatik, Physik, Elektro- und Informationstechnik / FG Datenbank- und Informationssysteme
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