On Autonomous Systems : From Reflexive, Imperative and Adaptive Intelligence to Autonomous and Cognitive Intelligence

Yingxu WANG, Konstantinos N. PLATANIOTIS, Sam KWONG, Henry LEUNG, Svetlana YANUSHKEVICH, Fakhri KARRAY, Ming HOU, Newton HOWARD, Rodolfo A. FIORINI, Paolo SODA, Edward TUNSTEL, Jianmin WANG, Shushma PATEL

Research output: Book Chapters | Papers in Conference ProceedingsConference paper (refereed)Researchpeer-review

11 Citations (Scopus)

Abstract

Autonomous systems underpinned by cognitive intelligence represent advanced forms of artificial intelligence studied in intelligence science, systems science, and computational intelligence. Traditional theories and technologies of autonomous systems put emphases on human-system interactions and humans in-the-loop. This paper explores the intelligence and system foundations of autonomous systems. It focuses on what structural and behavioral properties constitute the intelligence power of autonomous systems. It explains how system intelligence aggregates from reflexive, imperative, adaptive intelligence to autonomous and cognitive intelligence. A Hierarchical Intelligence Model (HIM) is introduced to elaborate the evolution of human and system intelligence as an inductive process. A set of properties of system autonomy is formally analyzed towards a wide range of autonomous system applications in computational intelligence and systems engineering.
Original languageEnglish
Title of host publicationProceedings of the 18th IEEE International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2019
PublisherIEEE
Pages7-12
Number of pages6
ISBN (Electronic)9781728114194
ISBN (Print)9781728104966
DOIs
Publication statusPublished - Jul 2019
Externally publishedYes
Event18th IEEE International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2019
- Politecnico di Milano University, Milan, Italy
Duration: 23 Jul 201925 Jul 2019
https://www.iccicc19.polimi.it/

Conference

Conference18th IEEE International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2019
Country/TerritoryItaly
CityMilan
Period23/07/1925/07/19
Internet address

Keywords

  • adaptive systems
  • Autonomous systems
  • cognitive systems
  • framework of intelligence
  • human-in-the-loop
  • human-robot taskforce
  • intelligence science
  • system science
  • unmanned systems

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