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Embodiment As Metaphor: Metaphorizing- in the Environment

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Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 1562))

Abstract

The paper describes a general mechanism for internalization of environment in autonomous agents. After reviewing the role of representation in behavior-based autonomous agents, we propose metaphor framework that unifies various research threads in the domain. We start from a variant of the so-called similarity creating metaphors for the case of implicit target domain (the environment of the agent). The mechanism is based on a fairly simple idea of assimilation via inborn schemas as understood in Piaget’s developmental psychology. These schemas represent the source domain for the metaphor. They are ordered sequences of elementary actions that the agent is capable of performing. Because of the environmental constraints, when the agent tries to execute some schema, only certain subsequences from the original schema will actually be performed. These subsequences are called enabled schema instances. Thus, environment unfolds its structure to the agent via the subset of the enabled schema instances. Another way to look at this is to say that what the agent gets is a metaphorical description of its environmental niche (the implicit target domain) in terms of instances of its inborn schemas (the source domain). After describing the basic idea by means of an example, we present some simulation results that show the plausibility of the model. The simulated agent solves the navigational problem in an initially unknown environment. The paper closes with a discussion section where we compare our model with some related works and make the case for the metaphor framework as a proper unifier of diverse research work in embodied and situated cognition.

The author wishes to express his gratitude to the Ministry of Culture and of Science of the Republic of Macedonia for the awarded grants which helped the work described in this paper.

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References

  1. Arbib, M.A.: In Search of the Person, The University of Massachusetts Press (1985).

    Google Scholar 

  2. Bickhard, M.H.: Cognition, Convention, and Communication, Praeger Publishers (1980).

    Google Scholar 

  3. Bickhard, M.H.: “Representational Content in Humans and Machines”, Journal of Theoretical and Experimental Artificial Intelligence, 5 (1993a).

    Google Scholar 

  4. Bickhard, M.H.: “On Why Constructivism Does Not Yield Relativism”, Journal of Theoretical and Experimental Artificial Intelligence, 5 (1993b).

    Google Scholar 

  5. Black, M.: “Metaphor” in M. Black Models and Metaphors, Cornell University Press, Ithaca,NY; originally published in Proceedings of the Aristotelian Society, N.S. 55, 1954–55; Reprinted in M. Johnson (ed.) Philosophical Perspectives on Metaphor, University of Minnesota Press, Minneapolis, Minn. (1981).

    Google Scholar 

  6. Black, M.: “More about Metaphor”, in A. Ortony (ed.) Metaphor and Thought, Cambridge University Press, UK (1979).

    Google Scholar 

  7. Bozinovski, S., Stojanov, G., Bozinovska, L.: “Emotion, Embodiment, and Consequence Driven Systems”, AAAI Fall Symposium, TR FS-96-02, Boston (1996).

    Google Scholar 

  8. Bozinovski, S., Consequence Driven Systems, GOCMAR Publishers, Athol (1995).

    Google Scholar 

  9. Brooks, R.A., “A Robust Layered Control System for a Mobile Robot”, IEEE Journal of Robotics and Automation, RA-2, April (1986).

    Google Scholar 

  10. Brooks, R.A.: “Intelligence Without Representation”, Artificial Intelligence, No. 47 (1991).

    Google Scholar 

  11. Dean, T., Angluin, D., Basye, K., Kaelbling, L. P.: “Uncertainty in Graph-Based Map Learning”, in J. Connell and S. Mahadevan (eds.) Robot Learning (1992).

    Google Scholar 

  12. Drescher, G.: Made-Up Minds, MIT Press (1991).

    Google Scholar 

  13. Fauconnier, G., Turner, M.: “Conceptual Projection and Middle Spaces”, UCSD Cognitive Sciences Technikal Report 9401, San Diego (1994).

    Google Scholar 

  14. Hausman, C.R.: “Metaphors, Referents, and Individuality”, Journal of Aesthetics and Art Criticism, Vol. 42 (1983).

    Google Scholar 

  15. Hausman, C.R.: A Discourse on Novelty and Creation, SUNY Press, Albany, NY (1984).

    Google Scholar 

  16. Hausman, C.R.: Metaphor and Art: Interactionism and Reference in Verbal and Nonverbal Art, Cambridge University Press, Cambridge, UK (1989).

    Google Scholar 

  17. Hofstadter, D.R., and the Fluid Analogies ResearchGroup: Fluid Concepts and Creative Analogies, BasicBooks, (1995).

    Google Scholar 

  18. Indurkhya, B.: Metaphor and Cognition, An Interactionist Approach, Kluwer Academic Publishers, Boston (1992).

    Google Scholar 

  19. Johnson, M.: The Body in the Mind, Chicago University Press, Chicago (1987).

    Google Scholar 

  20. Lakoff, G.: Women, Fire, and Dangerous Things, The University of Chicago Press (1987).

    Google Scholar 

  21. Maes, P.: Designing Autonomous Agents: Theory and Practice from Biology to Engineering and Back, MIT Press, Cambridge (1991).

    Google Scholar 

  22. Mayer, R. E.: Thinking, Problem Solving, Cognition, W.H. Freeman and Company, New York (1992).

    Google Scholar 

  23. Minsky, M.: “A Framework for Representing Knowledge”, in A. Collins and E. Smith (eds.) Readings in Cognitive Science, Morgan Kaufmann Publishers (1988).

    Google Scholar 

  24. Mataric, M.: “Navigating With a Rat Brain: A Neurobiologically-Inspired Model for Robot Spatial Representation”, in J. A. Meyer & S. Wilson, eds. From Animals to Animats, International Conference on Simulation of Adaptive Behavior, The MIT Press (1990).

    Google Scholar 

  25. Mataric, M.: “Integration of Representation Into Goal-Driven Behavior-Based Robots”, in IEEE Transactions on Robotics and Automation, Vol. 8, No. 3 (1992).

    Google Scholar 

  26. Mataric, M.: “Integration of Representation Into Goal-Driven Behaviour-Based Robots”, IEEE Transactions on Robotics and Automation, Vol. 8, No. 3, (1992).

    Google Scholar 

  27. Mataric, M.: “Navigating With a Rat Brain: A Neurobiologically-Inspired Model for Robot Spatial Representation”, in J. A. Meyer & S. Wilson, eds. From Animals to Animats, International Conference on Simulation of Adaptive Behaviour, The MIT Press, (1990).

    Google Scholar 

  28. Piaget, J.: Genetic Epistemology, Columbia, New York (1970).

    Google Scholar 

  29. Piaget, J.: Inhelder, B.: Intellectual Development of Children, (in Serbo-Croatian) Zavod za udjbenike i nastavna sredstva, Beograd (1978).

    Google Scholar 

  30. Ricoeur, P.: Interpretation Theory: Discourse and the Surplus of Meaning, The Texas Christian University Press, Fort Worth,Tex., (1976).

    Google Scholar 

  31. Ricoeur, P.: The Rule of Metaphor, University of Toronto Press, Toronto,Canada, (1977).

    Google Scholar 

  32. Ricoeur, P.: “The Metaphorical Process as Cognition, Imagination, and Feeling”, Critical Inquiry 5, No. 1, 1978; Reprinted in M. Johnson (ed.) Philosophical Perspectives on Metaphor, University of Minnesota Press, Minneapolis, Minn., ( 1981 ).

    Google Scholar 

  33. Ricoeur, P. “Imagination et Metaphore”, Psychologie Medicale, Vol. 14, No. 12, (1982).

    Google Scholar 

  34. Roth, I. (ed.): Introduction to Psychology, Vol. 1., LA and The Open University, London (1991).

    Google Scholar 

  35. Stojanov, G.: Expectancy Theory and Interpretation of EXG curves in the Context of Biological and Machine Intelligence, PhD Thesis, ETF, Skopje (1997a).

    Google Scholar 

  36. Stojanov, G., Bozinovski, S., Trajkovski, G.: “Interactionist Expectative View on Agency and Learning”, IMACS Journal of Mathematics and Computers in Simulation, North-Holland, N. 44 (1997b) 295–310.

    Article  MATH  Google Scholar 

  37. Stojanov, G., Trajkovski, G., Bozinovski, S.: “The Status of Representation in Behaviour Based Robotic Systems: The Problem and A Solution”, IEEE Conference Systems, Man, and Cybernetics, Orlando (1997c).

    Google Scholar 

  38. Stojanov, G., Trajkovski, G., Bozinovski, S.: “Representation versus context: A false dichotomy”, 2nd ECCS Workshop on Context, Manchester (1997d).

    Google Scholar 

  39. Stojanov, G., Trajkovski, G.: “Spatial Representations for Mobile Robots: Detection of Learnable and Unlearnable Environments”, Proceedings of the First Congress of Mathematicians and Computer Scientists in Macedonia, Ohrid, Macedonia (1996).

    Google Scholar 

  40. Stojanov, G., Bozinovski, S., Simovska, V.: “AI (Re)discovers behaviorism and other analogies”, presented at the 3. Int. Congress on Behaviorism and Sciences of Behavior, Yokohama (1996).

    Google Scholar 

  41. Stojanov, G., Stefanovski, S., Bozinovski, S.: “Expectancy Based Emergent Environment Models for Autonomous Agents”, 5th International Symposium on Automatic Control and Computer Science, Iasi, Romania (1995).

    Google Scholar 

  42. Tani, J.: “Model-Based Learning for Mobile Robot Navigation from Dynamical System Perspective”, IEEE Transactions on Systems, Man, and Cybernetics 26(3) (1996).

    Google Scholar 

  43. Turner, M.: “Conceptual Blending and Counterfactual Argument in the Siocial and Behavioral Sciences”, in P. Tetlock and A. Belkin (eds. Counterfactual Thought Experiments in World Politics, Princeton University Press, Princeton (1996).

    Google Scholar 

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© 1999 Springer-Verlag Berlin Heidelberg

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Stojanov, G. (1999). Embodiment As Metaphor: Metaphorizing- in the Environment. In: Nehaniv, C.L. (eds) Computation for Metaphors, Analogy, and Agents. CMAA 1998. Lecture Notes in Computer Science(), vol 1562. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-48834-0_6

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  • DOI: https://doi.org/10.1007/3-540-48834-0_6

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-65959-4

  • Online ISBN: 978-3-540-48834-7

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