A cognitive architecture for robot self-consciousness
Abstract
Objective One of the major topics towards robot consciousness is to give a robot the capabilities of self-consciousness. We propose that robot self-consciousness is based on higher order perception of the robot, in the sense that first-order robot perception is the immediate perception of the outer world, while higher order perception is the perception of the inner world of the robot.Methods and material We refer to a robot cognitive architecture that has been developed during almost 10 years at the RoboticsLab of the University of Palermo. The architecture is organized in three computational areas. The subconceptual area is concerned with the low level processing of perceptual data coming from the sensors. In the linguistic area, representation and processing are based on a logic formalism. In the conceptual area, the data coming from the subconceptual area are organized in conceptual categories.Results To model higher order perceptions in self-reflective agents, we introduce the notion of second-order points in conceptual space. Each point in this space corresponds to a self-reflective agent, i.e., the robot itself, persons, and other robots with introspective capabilities.Conclusions The described model of robot self-consciousness, although effective, highlights open problems from the point of view of the computational requirements of the current state-of-art computer systems. Some future works that lets the robot to summarize its own past experiences should be investigated.
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The AST has strong similarities to machine consciousness approaches in which a system contains representations of the self, the environment, and higher-order recursive representations of how the self relates to the environment.
“The AST also has strong similarities to approaches in machine consciousness (e.g., Chella et al., 2008) in which a system can contain representations of the self, the environment, and higher order, recursive representations of how the self relates to the environment.”
From The Attention Schema Theory: A Foundation for Engineering Artificial Consciousness (2017) · cites this paper as Chella et al., 2008
Cites
Discrete-Time Signal Processing
Oppenheim, A. V., & Schafer, R. W. (1989) · Cited by 11,808 · see citing works
An overview of the KL-ONE Knowledge Representation System
Brachman, R. J., & Schmolze, J. G. (1985) · Cognitive Science · doi:10.1016/s0364-0213(85)80014-8 · Cited by 1,624 · see citing works
An Overview of the KL‐ONE Knowledge Representation System*
Brachman, R. J., & Schmolze, J. G. (1985) · Cognitive Science · doi:10.1207/s15516709cog0902_1 · Cited by 977 · see citing works
Perceptual organization and the representation of natural form
Pentland, A. (1986) · Artificial Intelligence · doi:10.1016/0004-3702(86)90052-4 · Cited by 562 · see citing works
Language, Thought and Consciousness
Carruthers, P. (1996) · Cambridge University Press eBooks · doi:10.1017/cbo9780511583360 · Cited by 556 · see citing works
Prolegomena to a theory of mechanized formal reasoning
Weyhrauch, R. W. (1980) · Artificial Intelligence · doi:10.1016/0004-3702(80)90015-6 · Cited by 431 · see citing works
Virtual Machines and Consciousness
Sloman, A., & Chrisley, R. (2003) · Sussex Research Online (University of Sussex) · Cited by 296 · see citing works
Chella, A., & Manzotti, R. (2010) · Springer eBooks · doi:10.1007/978-1-4419-1452-1_20 · Cited by 156 · see citing works
Self-citationMaking Robots Conscious of Their Mental StatesPreprint
McCarthy, J. (1999) · CogPrints (University of Southampton) · Cited by 130 · see citing works
A cognitive architecture for artificial vision
Chella, A., Frixione, M., & Gaglio, S. (1997) · Artificial Intelligence · doi:10.1016/s0004-3702(96)00039-2 · Cited by 123 · see citing works
Self-citationProlegomena to a Theory of Mechanized Formal Reasoning
Weyhrauch, R. W. (1981) · Elsevier eBooks · doi:10.1016/b978-0-934613-03-3.50016-7 · Cited by 116 · see citing works
Chella, A., Frixione, M., & Gaglio, S. (2000) · Artificial Intelligence · doi:10.1016/s0004-3702(00)00048-5 · Cited by 76 · see citing works
Self-citationMcDermott, D. (2001) · Medical Entomology and Zoology · Cited by 61 · see citing works
Anchoring symbols to conceptual spaces: the case of dynamic scenarios
Chella, A., Frixione, M., & Gaglio, S. (2003) · Robotics and Autonomous Systems · doi:10.1016/s0921-8890(02)00358-5 · Cited by 51 · see citing works
Self-citationLanguage, thought and consciousness: an essay in philosophical psychology
(1996) · Choice Reviews Online · doi:10.5860/choice.34-2090 · Cited by 47 · see citing works
An architecture for autonomous agents exploiting conceptual representations
Chella, A., Frixione, M., & Gaglio, S. (1998) · Robotics and Autonomous Systems · doi:10.1016/s0921-8890(98)00052-9 · Cited by 43 · see citing works
Self-citationConceptual representations of actions for autonomous robots
Chella, A., Gaglio, S., & Pirrone, R. (2001) · Robotics and Autonomous Systems · doi:10.1016/s0921-8890(00)00121-4 · Cited by 35 · see citing works
Self-citationBoyd, D. (2024) · Routledge eBooks · doi:10.4324/9781003460541-18 · Cited by 29 · see citing works
Experiences with CiceRobot, a Museum Guide Cognitive Robot
Macaluso, I., Ardizzone, E., Chella, A., et al. (2005) · Lecture notes in computer science · doi:10.1007/11558590_48 · Cited by 27 · see citing works
Self-citationAn Architecture for Cognitive Diversity
Singh, P. (2011) · IGI Global eBooks · doi:10.4018/978-1-59140-482-8.ch015 · Cited by 20 · see citing works
A Cognitive Architecture for Robotic Hand Posture Learning
Infantino, I., Chella, A., Dindo, H., et al. (2005) · IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews) · doi:10.1109/tsmcc.2004.840043 · Cited by 17 · see citing works
Self-citationDietrich, F. (1987) · ACM SIGGRAPH Computer Graphics · doi:10.1145/24548.24552 · Cited by 13 · see citing works
A Cognitive Approach to Robot Self-Consciousness.
Chella, A., & Gaglio, S. (2007) · Cited by 3 · see citing works
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Pramanik, M. I., Lau, R. Y. K., Demirkan, H., & Azad, M. A. K. (2017) · Expert Systems with Applications · doi:10.1016/j.eswa.2017.06.027 · Cited by 341 · see citing works
The Attention Schema Theory: A Foundation for Engineering Artificial Consciousness
Graziano, M. S. A. (2017) · Frontiers in Robotics and AI · doi:10.3389/frobt.2017.00060 · Cited by 79 · see citing works
“The AST also has strong similarities to approaches in machine consciousness (e.g., Chella et al., 2008) in which a system can contain representations of the self, the environment, and higher order, recursive representations of how the self relates to the environment.”
Method
- Authors
- Chella, A., Frixione, M., & Gaglio, S.
- Affiliations
- University of Palermo (IT)
- University of Salerno (IT)
- Corresponding author
- Chella, Antonio
- Venue
- Artificial Intelligence in Medicine
- Publisher
- Elsevier BV
- Published
- 2008-10
- Volume
- 44
- Issue
- 2
- Pages
- 147-154
- ISSN
- 0933-3657 (ISSN-L)
- OpenAlex
- W2040673088
- Cited by
- 70
- References
- 23
- Citations by year
- 2026: 1 · 2025: 2 · 2024: 7 · 2023: 4 · 2022: 3 · 2021: 6 · 2020: 7 · 2019: 7 · 2018: 4 · 2017: 5 · 2016: 1 · 2015: 4 · 2014: 3 · 2013: 3 · 2012: 2
- FWCI
- 5.82
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Artificial Intelligence in Medicine (publishedVersion)
- PubMed (publishedVersion)
- Nova Science Publishers (Nova Science Publishers, Inc.) (submittedVersion)
- Topics
- Physical Sciences › Computer Science › Artificial Intelligence › Psychiatry, Mental Health, Neuroscience
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Philosophy and Theoretical Science
- Social Sciences › Psychology › Social Psychology › Social Robot Interaction and HRI
- Keywords
- robot consciousness, cognitive architecture, self-reflection, conceptual space, conceptual categories, sensor data processing, self-awareness
- MeSH terms
- Artificial Intelligence, Consciousness, Robotics
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