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

doi:10.1109/ICCICC46617.2019.9146038

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 Proceedings › Conference paper (refereed) › Research › peer-review

12 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 language	English
Title of host publication	Proceedings of the 18th IEEE International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2019
Publisher	IEEE
Pages	7-12
Number of pages	6
ISBN (Electronic)	9781728114194
ISBN (Print)	9781728104966
DOIs	https://doi.org/10.1109/ICCICC46617.2019.9146038
Publication status	Published - Jul 2019
Externally published	Yes
Event	18th IEEE International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2019 - Politecnico di Milano University, Milan, Italy Duration: 23 Jul 2019 → 25 Jul 2019 https://www.iccicc19.polimi.it/

Conference

Conference	18th IEEE International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2019
Country/Territory	Italy
City	Milan
Period	23/07/19 → 25/07/19
Internet address	https://www.iccicc19.polimi.it/

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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10.1109/ICCICC46617.2019.9146038

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WANG, Y., PLATANIOTIS, K. N., KWONG, S., LEUNG, H., YANUSHKEVICH, S., KARRAY, F., HOU, M., HOWARD, N., FIORINI, R. A., SODA, P., TUNSTEL, E., WANG, J., & PATEL, S. (2019). On Autonomous Systems : From Reflexive, Imperative and Adaptive Intelligence to Autonomous and Cognitive Intelligence. In Proceedings of the 18th IEEE International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2019 (pp. 7-12). IEEE. https://doi.org/10.1109/ICCICC46617.2019.9146038

@inproceedings{6e6d8b026ba945c4963e1efbdd276a7d,

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

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.",

keywords = "adaptive systems, Autonomous systems, cognitive systems, framework of intelligence, human-in-the-loop, human-robot taskforce, intelligence science, system science, unmanned systems",

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

year = "2019",

month = jul,

doi = "10.1109/ICCICC46617.2019.9146038",

language = "English",

isbn = "9781728104966",

pages = "7--12",

booktitle = "Proceedings of the 18th IEEE International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2019",

publisher = "IEEE",

note = "18th IEEE International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2019<br/> ; Conference date: 23-07-2019 Through 25-07-2019",

url = "https://www.iccicc19.polimi.it/",

}

WANG, Y, PLATANIOTIS, KN, KWONG, S, LEUNG, H, YANUSHKEVICH, S, KARRAY, F, HOU, M, HOWARD, N, FIORINI, RA, SODA, P, TUNSTEL, E, WANG, J & PATEL, S 2019, On Autonomous Systems : From Reflexive, Imperative and Adaptive Intelligence to Autonomous and Cognitive Intelligence. in Proceedings of the 18th IEEE International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2019. IEEE, pp. 7-12, 18th IEEE International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2019
, Milan, Italy, 23/07/19. https://doi.org/10.1109/ICCICC46617.2019.9146038

On Autonomous Systems : From Reflexive, Imperative and Adaptive Intelligence to Autonomous and Cognitive Intelligence. / WANG, Yingxu; PLATANIOTIS, Konstantinos N.; KWONG, Sam et al.
Proceedings of the 18th IEEE International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2019. IEEE, 2019. p. 7-12.

Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

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AU - WANG, Yingxu

AU - PLATANIOTIS, Konstantinos N.

AU - KWONG, Sam

AU - LEUNG, Henry

AU - YANUSHKEVICH, Svetlana

AU - KARRAY, Fakhri

AU - HOU, Ming

AU - HOWARD, Newton

AU - FIORINI, Rodolfo A.

AU - SODA, Paolo

AU - TUNSTEL, Edward

AU - WANG, Jianmin

AU - PATEL, Shushma

PY - 2019/7

Y1 - 2019/7

N2 - 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.

AB - 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.

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KW - Autonomous systems

KW - cognitive systems

KW - framework of intelligence

KW - human-in-the-loop

KW - human-robot taskforce

KW - intelligence science

KW - system science

KW - unmanned systems

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DO - 10.1109/ICCICC46617.2019.9146038

M3 - Conference paper (refereed)

SN - 9781728104966

SP - 7

EP - 12

BT - Proceedings of the 18th IEEE International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2019

PB - IEEE

T2 - 18th IEEE International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2019<br/>

Y2 - 23 July 2019 through 25 July 2019

ER -

WANG Y, PLATANIOTIS KN, KWONG S, LEUNG H, YANUSHKEVICH S, KARRAY F et al. On Autonomous Systems : From Reflexive, Imperative and Adaptive Intelligence to Autonomous and Cognitive Intelligence. In Proceedings of the 18th IEEE International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2019. IEEE. 2019. p. 7-12 doi: 10.1109/ICCICC46617.2019.9146038

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

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