article

Is There a Future for AI Without Representation?

Author:

Vincent C. MüllerAuthors Info & Claims

Minds and Machines, Volume 17, Issue 1

Pages 101 - 115

https://doi.org/10.1007/s11023-007-9067-1

Published: 01 March 2007 Publication History

Abstract

This paper investigates the prospects of Rodney Brooks' proposal for AI without representation. It turns out that the supposedly characteristic features of "new AI" (embodiment, situatedness, absence of reasoning, and absence of representation) are all present in conventional systems: "New AI" is just like old AI. Brooks proposal boils down to the architectural rejection of central control in intelligent agents--Which, however, turns out to be crucial. Some of more recent cognitive science suggests that we might do well to dispose of the image of intelligent agents as central representation processors. If this paradigm shift is achieved, Brooks' proposal for cognition without representation appears promising for full-blown intelligent agents--Though not for conscious agents.

References

[1]

Bickhard, M. H. (1993). Representational content in humans and machines. Journal of Experimental and Theoretical Artificial Intelligence, 5, 285-333.

[2]

Bickhard, M. H. (2001). Why children don't have to solve the frame problems: Cognitive representations are not encodings. Developmental Review, 21, 224-262.

[3]

Bickhard, M. H., & Terveen, L. (1996). Foundational issues in artificial intelligence and cognitive science. Amsterdam: Elsevier Science.

[4]

Braitenberg, V. (1984). Vehicles: Experiments in synthetic psychology. Cambridge, MA: MIT.

[5]

Brooks, R. A. (1986). A robust layered control system for a mobile robot. IEEE Journal of Robotics and Automation, 2, 14-23.

[6]

Brooks, R. A. (1990). Elephants don't play chess. Robotics and Autonomous Systems, 6, 3-15.

Digital Library

[7]

Brooks, R. A. (1991a). Intelligence without reason. In J. Myopoulos (Ed.), Proceedings of 12th international joint conference on artificial intelligence (IJCAI), computers and thought (pp. 569- 595). Sidney: Morgan Kaufmann.

[8]

Brooks, R. A. (1991b). Intelligence without representation. Artificial Intelligence, 47, 139-159.

Digital Library

[9]

Clark, A. (2003). Natural born cyborgs: Minds, technologies, and the future of human intelligence. Oxford: Oxford University Press.

[10]

Crabbe, F. L. (2006). Unifying undergraduate artificial intelligence robotics: Layers of abstraction over two channels. AI Magazine, 27, 23-37.

[11]

Crane, T. (2003). The mechanical mind: A philosophical introduction to minds, machines and mental representation (2nd ed.). London: Routledge.

[12]

Davis, R., Shrobe, H., & Szolowits, P. (1993). What is a knowledge representation? AI Magazine, 14, 17- 33.

[13]

Dennett, D. C. (2005). Sweet dreams: Philosophical obstacles to a science of consciousness. Cambridge, MA: MIT.

[14]

Dretske, F. (1995). Naturalizing the mind. Cambridge, MA: MIT.

[15]

Etzioni, O. (1993). Intelligence without robots: A reply to Brooks. AI Magazine, 14, 7-13.

Digital Library

[16]

Gallagher, S. (2005). How the body shapes the mind. Oxford: Oxford University Press.

[17]

Harnad, S. (1990). The symbol grounding problem. Physica D, 42, 335-346.

Digital Library

[18]

Kirk, R. (2005). Zombies and consciousness. Oxford: Oxford University Press.

[19]

Millikan, R. G. (2005). Language: A biological model. Oxford: Oxford University Press.

[20]

Noë, A. (2005). Action in perception. Cambridge, MA: MIT.

[21]

Pfeifer, R., Bongard, J. (2007). How the body shapes the way we think: A new view of intelligence. Cambridge, MA: MIT Press.

[22]

Preston J., Bishop M. (Eds.). (2002). Views into the chinese room: New essays on searle and artificial intelligence. Oxford: Oxford University Press.

[23]

Prince, C. G. (2002). Review of Rodney A. Brooks Cambrian intelligence: The early history of the new AI. MIT Press 1999'. Minds and Machines, 12, 145-156.

Digital Library

[24]

Rosenberg, G. (2004). A place for consciousness: Probing the deep structure of the natural world. Oxford: Oxford University Press.

[25]

Russell, S., & Norvig, P. (2003). Artificial intelligence: A modern approach (2nd ed.). Upper Saddle River, NJ: Prentice Hall.

[26]

Searle, J. R. (1980). Minds, brains and programs. Behavioral and Brain Sciences, 3, 417-457.

[27]

Taddeo, M., & Floridi, L. (2005). Solving the symbol grounding problem: A critical review of fifteen years of research. Journal of Experimental and Theoretical Artificial Intelligence, 17, 419-445.

[28]

Wallis, P. (2004). Intention without representation. Philosophical Psychology, 17, 209-224.

[29]

Wallis P. (forthcoming). Symbol grounding for two year olds. In C. Schmidt (Ed.), I-C&P 2006: Computers and philosophy. Laval, Le Mans.

[30]

Wheeler, M. (2005). Reconstructing the cognitive world: The next step. Boston: MIT.

Cited By

Müller V(2021)Is it time for robot rights? Moral status in artificial entitiesEthics and Information Technology10.1007/s10676-021-09596-w23:4(579-587)Online publication date: 1-Dec-2021
https://dl.acm.org/doi/10.1007/s10676-021-09596-w
MendonçA MAngelico BArruda LNeves F(2013)A dynamic fuzzy cognitive map applied to chemical process supervisionEngineering Applications of Artificial Intelligence10.1016/j.engappai.2012.11.00726:4(1199-1210)Online publication date: 1-Apr-2013
https://dl.acm.org/doi/10.1016/j.engappai.2012.11.007
Müller V(2009)Symbol Grounding in Computational SystemsMinds and Machines10.1007/s11023-009-9175-119:4(529-541)Online publication date: 1-Nov-2009
https://dl.acm.org/doi/10.1007/s11023-009-9175-1
Show More Cited By

Index Terms

Is There a Future for AI Without Representation?
1. Computing methodologies
  1. Artificial intelligence
    1. Distributed artificial intelligence
      1. Intelligent agents
    2. Philosophical/theoretical foundations of artificial intelligence

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cover image Minds and Machines

Minds and Machines Volume 17, Issue 1

Mar 2007

124 pages

ISSN:0924-6495

Issue’s Table of Contents

Copyright © Copyright © 2007 Springer Science+Business Media B.V.

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Kluwer Academic Publishers

United States

Publication History

Published: 01 March 2007

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Cited By

Müller V(2021)Is it time for robot rights? Moral status in artificial entitiesEthics and Information Technology10.1007/s10676-021-09596-w23:4(579-587)Online publication date: 1-Dec-2021
https://dl.acm.org/doi/10.1007/s10676-021-09596-w
MendonçA MAngelico BArruda LNeves F(2013)A dynamic fuzzy cognitive map applied to chemical process supervisionEngineering Applications of Artificial Intelligence10.1016/j.engappai.2012.11.00726:4(1199-1210)Online publication date: 1-Apr-2013
https://dl.acm.org/doi/10.1016/j.engappai.2012.11.007
Müller V(2009)Symbol Grounding in Computational SystemsMinds and Machines10.1007/s11023-009-9175-119:4(529-541)Online publication date: 1-Nov-2009
https://dl.acm.org/doi/10.1007/s11023-009-9175-1
Müller V(2008)Representation in Digital SystemsProceedings of the 2008 conference on Current Issues in Computing and Philosophy10.5555/1566234.1566249(116-121)Online publication date: 24-Jun-2008
https://dl.acm.org/doi/10.5555/1566234.1566249

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