Challenges for Artificial Cognitive Systems
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The declared goal of this paper is to fill this gap: “… cognitive systems research needs questions or challenges that define progress. The challenges are not (yet more) predictions of the future, but a guideline to what are the aims and what would constitute progress.” – the quotation being from the project description of EUCogII, the project for the European Network for Cognitive Systems within which this formulation of the ‘challenges’ was originally developed (http://www.eucognition.org). So, we stick out our neck and formulate the challenges for artificial cognitive systems. These challenges are articulated in terms of a definition of what a cognitive system is: a system that learns from experience and uses its acquired knowledge (both declarative and practical) in a flexible manner to achieve its own goals.
Abstract
The declared goal of this paper is to fill this gap: “… cognitive systems research needs questions or challenges that define progress. The challenges are not (yet more) predictions of the future, but a guideline to what are the aims and what would constitute progress.” – the quotation being from the project description of EUCogII, the project for the European Network for Cognitive Systems within which this formulation of the ‘challenges’ was originally developed (http://www.eucognition.org). So, we stick out our neck and formulate the challenges for artificial cognitive systems. These challenges are articulated in terms of a definition of what a cognitive system is: a system that learns from experience and uses its acquired knowledge (both declarative and practical) in a flexible manner to achieve its own goals.
참고문헌 (43)
- Anderson, J. R., "The Newell Test for a theory of cognition", Behavioral and Brain Sciences, 26, pp.587~601 (2003)
- Governing lethal behavior: embedding ethics in a hybrid deliberative, "re-active robot architecture", Arkin, R., 2007, Technical Report GIT- GVU-07-11.
- Bernstein, N., "The Coordination and Regulation of Movements" (1967), Pergamon Press
- Bickhard, M., "Is embodiment necessary?, In Handbook of Cognitive Science: An Embodied Approach", pp.29~40 (2008), Elsevier
- Clark, A., "Being There Putting Brain, Body and World Together Again" (1998), MIT Press
- Clark, A., "Supersizing the Mind. Embodiment, Action and Cognitive Extension" (2011), Oxford University Press
- Damasio, A., "The feeling of what happens: Body and Emotion in the Making of Consiousness" (2000), Harvest
- di Paolo, E., "Autopoiesis, adaptivity, teleology, agency", Phenomenology and the Cognitive Sciences, 4, pp.97~125 (2005)
- Faubel, C., "Learning to recognize objects on the fly: a neurally based Dynamic Field approach", Neural Networks, 21, pp.562~576 (2008)
- Gentner, D., "What makes us smart, In Language in Mind" (2003), MIT Press
- Gibson, J. J., "The ecological approach to visual perception" (1979), Houghton Mifflin
- Gigerenzer, G., "Heuristics: The foundations of adaptive behavior" (2011), Oxford University Press
- Gomila, A., "Moral emotions for autonomous agents. In Handbook of research on synthetic emotions and sociable robotics: new applications in af fective computing and artificial intelligence", pp.161~174 (2009), IGI Global
- Gomila, A., "Directions for an embodied cognitive science: toward an integrated approach, In Handbook of Cognitive Science: An Embodied Approach", pp.1~25 (2008), Elsevier
- Gomila, A., "Verbal Minds: Language and the Architecture of the Mind" (2012), Elsevier
- Greene, J. D., "An fMRI investigation of emotional engagement moral judgment", Science, 293(5537), pp.2105~2108 (2001)
- Grush, R., "The emulation theory of representation: motor control, imagery, and perception", Behavioral and Brain Sciences, 27, pp.377~442 (2004)
- Hebb, B., "Biorobotics" (2001), MIT Press
- Holyoak, K., "The Analogical Mind" (2001), MIT Press
- Iida, F., "Exploiting body dynamics for controlling a running quadruped robot", Proceeding of the 12th International Conference on Advanced Robotics(ICAR), pp.229~235 (2005)
- Johnson, J., "Moving to higher ground : The dynamic field theory and the dynamics of visual cognition", New Ideas in Psychology, 26, pp.227~251 (2008)
- Knoblich, G., "Evolving intentions for social interaction : from entrainment to joint action", Philosophical Transactions of the Royal Society B, 363, pp.2021~2031 (2008)
- Maturana, H., "The tree of knowledge : The Biological Roots of Human Understanding" (1997), Shambhala
- Maynard-Smith, J., "Major transitions in evolution" (1997), Oxford University Press
- Moreno, A., "Agency in natural & artificial systems", Artificial Life, 11, pp.161~176 (2005)
- Müller, V. C., "Autonomous cognitive systems in real-world environments : Less control, more flexibility and better interaction", Cognitive Computation, 4(3), pp.212~215 (2012)
- Murphy, K. P., "Machine Learning : A Probabilistic Perspective" (2012), MIT Press
- Pfeifer, R., "How the body shapes the way we think : A New View of intelligence" (2006), MIT Press
- Philipona, D., "Is There Something Out There? Inferring Space from Sensorimotor Dependencies", Neural Computation, 15(9), pp.2029~2049 (2003)
- Prinz, J., "Furnishing the Mind : Concepts and Their Perceptual Basis" (2004), MIT Press
- Sporns, O., "Networks of the Brain" (2010), MIT Press
- Steels, L., "The Artificial Life roots of Artificial Intelligence", Artificial Life, 1, pp.75~110 (1994)
- Steels, L., "Modeling the cultural evolution of language", Physics of Life Review, pp.339~356 (2011)
- Stewart, J., "Enaction : Toward a New Paradigm for Cognitive Science" (2010), MIT Press
- Sun, R., "Cognition and Multi-Agent Interaction" (2006), Cambridge University Press
- Sutton, "Reinforcement Learning: An Introduction" (1998), Bradford Books
- Thelen, E., "A Dynamical Systems Approach to the development of cognition and action" (1994), MIT Press
- Tikhanoff V., "Language understanding in humanoid robots: iCub simulation experiments", IEEE Transactions on Autonomous Mental Development, 3, pp.17~29 (2011)
- Turvey, M. T., "The ecological approach to perceiving-acting : A pictorial essay", Acta Psychologica, 63, pp.133~155 (1986)
- Vallverdu, J., "Handbook of research on Synthetic Emotions and Sociable Robotics: New Applications in Af fective Computing and artificial intelligence" (2009), IIGI Global
- van Duijn, M., "Principles of minimal cognition : Casting cognition as sensorimotor coordination", Adaptive Behavior, 14, pp.157~170 (2006)
- Varela, F., "The Embodied Mind: Cognitive Science and Human Experience" (1993), MIT Press
- Wallach, W., "Moral Machines: Teaching Robots Right from Wrong" (2009), Oxford University Press
