Abstract
The greatest challenge to a model of the emergence of representation is that of the normativity of representations: the possibility of being true or false. The strongest version of that challenge is to be able to account for system detectable representational error, as is used in error guided behavior or error guided learning. No model in the standard literature, and, arguably, no spectator model of any kind, can account for it. Genuine representation, however, with content and truth value—system detectable truth value—emerges in the selection of actions and interactions in autonomous agents, whether natural or artificial, organisms or robots. Representation is most fundamentally of future potentialities for interaction, rather than of past encounters as standard approaches would have it. Representation is intrinsic to agents, not to passive spectators. The fundamental aspirations of Artificial Intelligence to create genuine artificial minds will be met in robotics.
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References
Beer, R. D. (1990). Intelligence as Adaptive Behavior. Academic.
Beer, R. D. (1995a). Computational and Dynamical Languages for Autonomous Agents. In R. Port, T. J. van Gelder (Eds.), Mind as Motion: Dynamics, Behavior, and Cognition. (121–147) Cambridge, MA: MIT Press.
Beer, R. D. (1995b). A Dynamical Systems Perspective on Agent-Environment Interaction. Artificial Intelligence, 73(1/2), 173.
Bickhard, M. H. (1980). Cognition, Convention, and Communication. New York: Praeger.
Bickhard, M. H. (1982). Automata Theory Artificial Intelligence, and Genetic Epistemology. Revue Internationale de Philosophie, 36(142–143), 549–566.
Bickhard, M. H. (1988). Piaget on Variation and Selection Models: Structuralism, Logical Necessity, and Interactivism. Human Development, 31, 274–312.
Bickhard, M. H. (1992). How Does the Environment Affect the Person? In L. T. Winegar, J. Valsiner (Eds.) Children’s Development within Social Context: Metatheory and Theory. (63–92). Hillsdale, NJ: Erlbaum.
Bickhard, M. H. (1993). Representational Content in Humans and Machines. Journal of Experimental and Theoretical Artificial Intelligence, 5, 285–333.
Bickhard, M. H. (1996). Troubles with Computationalism. In W. O’Donohue, R. F. Kitchener (Eds.) The Philosophy of Psychology. (173–183). London: Sage.
Bickhard, M. H. (1997). Is Cognition an Autonomous Sybsystem? In S. Ó Nuall’in, in P. Mc Kevitt, E. MacAog’in, Two Sciences of Mind: Readings in Cognitive Science and Consciousness. (115–131). Amsterdam: John Benjamins.
Bickhard, M. H. (in press). Levels of Representationality. Journal of Experimental and Theoretical Artificial Intelligence.
Bickhard, M. H., Campbell, R. L. (1989). Interactivism and Genetic Epistemology. Archives de Psychologie, 57(221), 99–121.
Bickhard, M. H., Campbell, R. L. (1996a). Developmental Aspects of Expertise: Rationality and Generalization. Journal of Experimental and Theoretical Artificial Intelligence, 8(3/4), 399–417.
Bickhard, M. H., Campbell, R. L. (1996b). Topologies of Learning and Development. New Ideas in Psychology, 14(2), 111–156.
Bickhard, M. H., Richie, D. M. (1983). On the Nature of Representation: A Case Study of James J. Gibson’s Theory of Perception. New York: Praeger.
Bickhard, M. H., Terveen, L. (1995). Foundational Issues in Artificial Intelligence and Cognitive Science—Impasse and Solution. Amsterdam: Elsevier Scientific.
Brooks, R. A. (1991a). Intelligence without Representation. Artificial Intelligence, 47(1–3), 139–159.
Brooks, R. A. (1991b). Challenges for Complete Creature Architectures. In J.-A. Meyer, S. W. Wilson (Eds.) From Animals to Animats. (434–443). MIT Press.
Brooks, R. A. (1991c). New Approaches to Robotics. Science, 253(5025), 1227–1232.
Brooks, R. A. (1994). Session on Building Cognition. Conference on The Role of Dynamics and Representation in Adaptive Behaviour and Cognition. University of the Basque Country, San Sebastian, Spain, December 9, 1994.
Campbell, R. L. (this session).
Carlson, N. R. (1986). Physiology of Behavior. Boston: Allyn and Bacon.
Cherian, S., Troxell, W. O. (1995). Intelligent behavior in machines emerging from a collection of interactive control structures. Computational Intelligence, 11(4), 565–592. Blackwell Publishers. Cambridge, Mass. and Oxford, UK.
Cherian, S., Troxell, W. O. (1995). Interactivism.: A Functional Model of Representation for Behavior-Based Systems. In Moran, F., Moreno, A., Merelo, J. J., Chacon, P. Advances in Artificial Life: Proceedings of the Third European Conference on Artificial Life, Granada, Spain. (691–703). Berlin: Springer.
Christensen, W. D., Collier, J. D., Hooker, C. A. (in preparation). Autonomy, Adaptiveness, Anticipation: Towards autonomy-theoretic foundations for life and intelligence in complex adaptive self-organising systems.
Clark, A. (1997). Being There. MIT/Bradford.
Clark, A., Toribio, J. (1995). Doing without Representing?. Synthese, 101, 401–431.
Fodor, J. A. (1998). Concepts: Where Cognitive Science Went Wrong., Oxford: Oxford University Press.
Hooker, C. A. (1995). Reason, Regulation and Realism: Toward a Naturalistic, Regulatory Systems Theory of Reason. Albany, N.Y.: State University of New York Press.
Hooker, C. A. (1996). Toward a naturalised cognitive science. In R. Kitchener and W O’Donohue (Eds.) Psychology and Philosophy. (184–206). London: Sage.
Hookway, C. (1992) Scepticism. London: Routledge.
Joas, H. (1993). American Pragmatism and German Thought: A History of Misunderstandings. In H. Joas Pragmatism and Social Theory. (94–121). University of Chicago Press.
Loewer, B., Rey, G. (1991). Meaning in Mind: Fodor and his critics. Oxford: Blackwell.
Miller, G. A., Galanter, E., & Pribram, K. H. (1960). Plans and the Structure of Behavior. New York: Holt, Reinhart, and Winston.
Port, R., van Gelder, T. J. (1995). Mind as Motion: Dynamics, Behavior, and Cognition. Cambridge, MA: MIT Press.
Rescher, N. (1980). Scepticism. Totowa, NJ: Rowman and Littlefield.
Rosenthal, S. B. (1983). Meaning as Habit: Some Systematic Implications of Peirce’s Pragmatism. In E. Freeman (Ed.) The Relevance of Charles Peirce. (312–327). La Salle, IL: Monist.
Sanches, F. (1988/1581). That Nothing is Known. Cambridge.
Stein, L. A. (1994). Imagination and Situated Cognition. Journal of Experimental and Theoretical Artificial Intelligence, 6, 393–407.
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Bickhard, M.H. (1998). Genuine representation in artificial systems. In: Antoniou, G., Slaney, J. (eds) Advanced Topics in Artificial Intelligence. AI 1998. Lecture Notes in Computer Science, vol 1502. Springer, Berlin, Heidelberg . https://doi.org/10.1007/BFb0095038
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DOI: https://doi.org/10.1007/BFb0095038
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