Abstract
The role of interaction in learning is essential and profound: it must provide the means to solve open problems (those only vaguely specified in advance), but cannot be captured using our familiar formal cognitive tools. This presents an impasse to those confined to present formalisms; but interaction is fundamentally dynamical, not formal, and with its importance thus underlined it invites the development of a distinctively interactivist account of life and mind. This account is provided, from its roots in the interactivist biological constitution of life, through the evolution of the dual internal regulatory capacities expressed as intentionality and intelligence, to its expression in self-directed anticipative learning in persons and in science.
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References
Ahouse J.C. (1998) The tragedy of apriori selectionism: Dennett and Gould on adaptationism. Biology and Philosophy 133: 359–391
Bechtel W., Richardson R. (1993) Discovering complexity. Princeton, Princeton UP
Beer R.D. (1995) Computational and dynamical languages for autonomous agents. In: Port R.F., Gelder T. (eds) Mind as motion: Explorations in the dynamics of cognition. Bradford/MIT Press, Boston
Bickhard M.H. (1980a) Cognition, convention, and communication. Preager, New York
Bickhard M.H. (1980b) A model of developmental and psychological processes. Genetic Psychology Monographs 102: 61–116
Bickhard M.H. (1993) Representational content in humans and machines. Journal of Experimental and Theoretical Artificial Inteligence 5: 285–333
Bickhard M.H. (1997) Is cognition an autonomous subsystem?. In: ONuallain S., McKevitt P., MacAogain E. (eds) Two sciences of mind. John Benjamins, Amsterdam, pp 115–131
Bickhard, M. H. (2000). Autonomy, function, and representation. In A. Etxebberia, A. Moreno, & J. Umerez (Eds.), The contribution of artificial life and the sciences of complexity to the understanding of autonomous systems, communication and cognition, Special edition (Vol. 17(3–4), pp. 111–131).
Bickhard M.H. (2001) Error dynamics: The dynamic emergence of error avoidance and error vicariants. Journal of Experimental and Theoretical Artificial Intelligence 13: 199–209
Bickhard M.H. (2002) Critical principles: On the negative side of rationality. New Ideas in Psychology 20: 1–34
Bickhard, M. H. (2005a). Interactivism: A manifesto, at http://www.lehigh.edu/~mhb0/.
Bickhard, M. H. (2005b). The whole person: Toward a naturalism of persons, at http://www.lehigh.edu/~mhb0/.
Bickhard M.H., Campbell R.L. (1996) Topologies of learning and development. New Ideas in Psychology 14(2): 111–156
Bickhard M.H., Terveen L. (1995) Foundational issues in artificial intelligence and cognitive science—impasse and solution. Elsevier Scientific, Amsterdam
Brentano F. (1960) The distinction between mental and physical phenomena. In: Chisholm R.M. (eds) Realism and the background of phenomenology. Free Press, Glencoe, Il.,
Brooks R.A. (1991) Intelligence without representation. Artificial Intelligence 47: 139–159
Brooks R.A. (1997) From earwigs to humans. Robotics and Autonomous Systems 20: 291–304
Campbell, R. (2006). Doing the truth. in preparation.
Christensen, W. D. (1999). An interactivist–constructivist approach to adaptive intelligence and agency. PhD thesis, University of Newcastle, Australia.
Christensen W.D. (2004) Self-directedness, integration and higher cognition. Language Sciences 26(6): 661–692 Special issue on distributed cognition and integrationist linguistics
Christensen, W. D. (2006). The evolutionary origins of volition, draft ms.
Christensen W.D., Bickhard M.H. (2002) The process dynamics of normative function. Monist 85(1): 3–28
Christensen W.D., Hooker C.A. (1998a) From cell to scientist: Toward an organisational theory of life and mind. In: Bigelow J. (eds) Our cultural heritage, Australian academy of humanities. University House, Canberra, pp 275–326
Christensen, W. D., & Hooker, C. A. (1998b). Symposium: Paul M. Churchland, The engine of reason, the seat of the soul: A philosophical journey into the brain, philosophy and phenomenological research (Vol. LVIII(4), pp. 871–878).
Christensen, W. D., & Hooker, C. A. (2000a). Organised interactive construction: The nature of autonomy and the emergence of intelligence. In A. Etxebberia, A. Moreno, & J. Umerez (Eds.), The contribution of artificial life and the sciences of complexity to the understanding of autonomous systems, communication and cognition, Special edition (Vol. 17(3–4), pp. 133–158).
Christensen W.D., Hooker C.A. (2000b) An interactivist–constructivist approach to intelligence: Self-directed anticipative learning. Philosophical Psychology 13(1): 5–45
Christensen, W. D., & Hooker, C. A. (2002). Self-directed agents. In J. S. MacIntosh (Ed.), Contemporary naturalist theories of evolution and intentionality, Canadian Journal of Philosophy, Special Supplementary Volume (pp. 19–52).
Christensen W.D., Hooker C.A. (2004) Representation and the meaning of life. In: Clapin H., Staines P., Slezak P. (eds) Representation in mind: New approaches to mental representation. Elsevier, Sydney, pp 41–69
Clark A. (1997) Being there: Putting brain, body and world together again. MIT Press, Cambridge, MA
Collier, J. D. (1988). Supervenience and reduction in biological hierarchies. Canadian Journal of Philosophy, supplementary volume: Biology and philosophy. Calgary: University of Calgary Press.
Collier, J. D. (2000). Autonomy and process closure as the basis for functionality. In J. Chandler & G. van de Vijver (Eds.), Closure: Emergent organizations and their dynamics (Vol. 901, pp. 280–291). Annals of the New York Academy of Science.
Collier, J. D. (2004). Interactively open autonomy unifies two approaches to function. In D. M. Dubois (Ed.), Computing anticipatory systems: CASY03 (pp. 228–235). Sixth international conference, AIP Conference Proceedings (Vol. 718). Melville, New York: American Institute of Physics.
Collier J.D., Hooker C.A. (1999) Complexly organised dynamical systems. Open Systems and Information Dynamics 36: 1–62
de Waal F.B.M. (1999) Cultural primatology comes of age. Nature 399: 635–636
Eaton R.L. (1974) The cheetah; the biology, ecology, and behavior of an endangered species. Van Nostrand Reinhold Co, New York
Etxeberria A. (2004) Autopoiesis and natural drift. Genetic information, reproduction and evolution revisited. Artificial Life 10: 347–360
Etxeberria, A., & Moreno, A. (2001). From complexity to simplicity: Nature and symbols, BioSystems, 60. Special issue on the physics and evolution of symbols and codes: Reflections on the work of Howard Pattee, pp. 149–157.
Farrell R., C. A., C. A. (2007a) Applying self-directed anticipative learning to science I: Agency and the interactive exploration of possibility space in ape language research. Perspectives on Science 15(1): 86–123
Farrell R., Hooker C.A. (2007b) Applying self-directed anticipative learning to science II: Learning how to learn across ‘revolutions’. Perspectives on Science 15(2): 220–253
Fong P. (1996) The unification of science and humanity. New Forums Press, Stillwater, Oka.
Gardner, R.A., Gardner, B.T., Cantfort, T.E. (eds) (1989) Teaching sign language to chimpanzees. State University of New York Press, Albany, NY
Grush R. (1997) The architecture of representation. Philosophical Psychology 10(1): 5–23
Heyes C.M. (1993) Anecdotes, training, trapping and triangulating: Can animals attribute mental states?. Animal Behaviour 46: 177–188
Hooker C.A. (1987) A realistic theory of science. State University of New York Press, Albany, NY
Hooker, C. A. (1989). From logical formalism to control system. In A. Fine & M. Forbes (Eds.), PSA 1988. East Lansing: Philosophy of Science Association.
Hooker C.A. (1994a) Regulatory constructivism: On the relation between evolutionary epistemology and Piaget’s genetic epistemology. Biology and Philosophy 9: 197–244
Hooker C.A. (1994b) Idealisation, naturalism, and rationality: Some lessons from minimal rationality. Synthese 99: 181–231
Hooker C.A. (1995) Reason, regulation and realism: Toward a naturalistic, regulatory systems theory of reason. State University of New York Press, Albany NY
Hooker C.A. (1998) Unity of science. In: Newton-Smith W.H. (eds) A companion to the philosophy of science. Blackwell, Oxford
Hooker C.A. (2002) An integrating scaffold: Toward an autonomy-theoretic modelling of cultural change. In: Wheeler M., Ziman J. (eds) The evolution of cultural entities. British Academy of Science, Oxford, pp 67–86
Hooker C.A. (2004) Asymptotics, reduction and emergence. British Journal for the Philosophy of Science 55: 435–479
Hutchins E. (1995) Cognition in the wild. MIT Press, Cambridge, MA
Jablonka E., Lamb M. (2005) Evolution in four dimensions: Genetic, epigenetic, behavioral, and symbolic variation in the history of life. MIT Press, Cambridge, MA
Kauffman S.A. (1993) The origins of order: Self-organization and selection in evolution. Oxford University Press, New York
Kauffman S.A. (2000) Investigations. Oxford University Press, New York
Klowden M.J. (1995) Blood, sex, and the mosquito: Control mechanisms of mosquito blood-feeding behavior. BioScience 45: 326–331
Laland K.N., Odling-Smee J., Feldman M.W. (2000) Niche construction, biological evolution and cultural change. Behavioral and Brain Sciences 23(1): 131–146
Lovelock J.E. (1979) Gaia: A new look at life on Earth. Oxford University Press, Oxford
Maes P. (1990) Designing autonomous agents: Theory and practice from biology to engineering and back. Elsevier, Amsterdam
Maturana H.R. (1981) Autopoiesis. In: Zeleny M. (eds) Autopoiesis: A theory of the living organization. Westview Press, Boulder
Maturana H., Varela F. (1980) Autopoiesis and cognition. Reidel, Dordrecht
Merleau-Ponty M. (1962) Phenomenology of perception (transl. C. Smith). Routledge & Kegan-Paul, London
Miklos G. (1993) Molecules and cognition: The latterday lessons of levels, language and lac. Journal of Neurobiology 24(6): 842–890
Miklos G.K., Campbell K., Kandel D. (1994) The rapid emergence of bio-electric novelty, neural architecture and behavioural performance. In: Greenspan R., Kyriacou B. (eds) Flexibility and constraints in behavioral systems. Wiley, New York
Moreno A., Etxeberria A. (2005) Agency in natural and artificial systems. Artificial Life 11(1–2): 161–175
Moreno A., Lasa A. (2003) From basic adaptivity to early mind: The origin and evolution of cognitive capacities. Evolution and Cognition 9(1): 12–30
Moreno A., Ruiz-Mirazo K. (1999) Metabolism and the problem of its universalization. Biosystems 49: 45–61
Moreno A., Umerez J., Ibáñez J. (1997) Cognition and life: The autonomy of cognition. Brain & Cognition 34(1): 107–129
Rescher N. (1977) Methodological pragmatism. Blackwell, London
Rosen R. (1985) Anticipatory systems: Philosophical, mathematical, and methodological foundations. Pergamon, New York
Ruiz-mirazo K., Moreno A. (2004) Basic Autonomy as a fundamental step in the synthesis of life. Artificial Lif 10(3): 235–259
Ruiz-Mirazo K., Etxeberria A., Moreno A., Ibáñez J. (2000) Organisms and their place in biology. Theorydoc in Biosciences 119: 43–67
Sarkar S. (1990) On the possibility of directed mutations in bacteria: Statistical analyses and reductionist strategies. In: Fine A., Forbes M., Wessels L. (eds) PSA 1990. Philosophy of Science Association, East Lansing, Mich,
Savage-Rumbaugh S. (1986) Ape language: From conditioned response to symbol. Columbia, New York
Shi Y. (2001) The economics of scientific knowledge: A rational choice institutionalist theory of science. Edward Elgar, Cheltenham
Skewes, J., & Hooker, C. A. (2008). Bioagency and the problem of action. Submitted.
Smithers T. (1995) Are autonomous agents information processing systems?. In: Steels L., Brooks R.A. (eds) The artificial life route to artificial intelligence: Building situated embodied agents. Lawrence Erlbaum Associates, Hillsdale, NJ
Terrace H.S., Petito L.A., Sanders R.J., Bever T.G. (1979) Can an ape create a sentence?. Science 206: 891–902
Ulanowicz R. (1986) Growth and development: Ecosystems phenomenology. Springer, New York
Varela F. (1979) Principles of biological autonomy. Elsevier, New York
Varela F., Maturana H.R., Uribe R.B. (1974) Autopoiesis: The organization of living systems, its characterization and a model. Biosystems 5: 187–196
Wallman J. (1992) Aping language. Cambridge University Press, Cambridge
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Hooker, C.A. Interaction and bio-cognitive order. Synthese 166, 513–546 (2009). https://doi.org/10.1007/s11229-008-9374-y
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DOI: https://doi.org/10.1007/s11229-008-9374-y