How information and embodiment shape intelligent information processing

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4850 LNAI, Issue , 2007, Pages 99-111

  Polani, Daniel ^a   Sporns, Olaf ^b   Lungarella, Max ^c  

^a UNIVERSITY OF HERTFORDSHIRE   (United Kingdom)

^b INDIANA UNIVERSITY   (United States)

^c UNIVERSITY OF ZURICH   (Switzerland)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPUTER SCIENCE; COMPUTERS;

EMBODIED ARTIFICIAL INTELLIGENCE; EMBODIED SYSTEMS; INTELLIGENT INFORMATION PROCESSING; NEURAL CONTROL;

INFORMATION THEORY;

EID: 37149004237     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-77296-5_10     Document Type: Conference Paper

References (40)

1. Wolpert, D.H., MacReady, W.G.: No free lunch theorems for optimization. IEEE Trans. Evol. Comp. 1, 67-82 (1996)
2. van Salvini-Plawen, L., Mayr, E.: On the evolution of photoreceptors and eyes. In: Hecht, M.K., Steere, W.C., Wallace, B. (eds.) Evol. Biol. 10, 207-26 (1977)
3. Pfeifer, R., Bongard, J.C.: How the Body Shapes the Way We Think. MIT Press, Cambridge, MA (2007)
4. Shannon, C.E.: A mathematical theory of communication. Bell System Tech. J. 27, 379-423 (1948)
5. Ashby, R.W.: Requisite variety and its implications for the control of complex systems. Cybernetica 1, 83-99 (1958)
6. Attneave, F.: Some informational aspects of visual perception. Psychol. Rev. 61, 183-193 (1954)
7. Barlow, H.B.: Possible principles underlying the transformation of sensory messages. In: Rosenblith, W.A. (ed.) Sensory Communication, pp. 217-234. MIT Press, Cambridge, MA (1961)
8. Gibson, J.J.: The ecological approach to visual perception. Houghton Mifflin, Boston (1979)
9. Linsker, R.: Self-organization in a perceptual network. Computer 21(3), 105-117 (1988)
10. Laughlin, S.B., de Ruyter van Steveninck, R.R., Anderson, J.C: The metabolic cost of neural information. Nat. Neurosci. 1(1), 36-41 (1998)
11. de Ruyter van Steveninck, R.R., Laughlin, S.B.: The rate of information transfer at graded-potential synapses. Nature 279, 642-645 (1996)
12. Klyubin, A., Polani, D., Nehaniv, C.: Representations of space and time in the maximization of information flow in the perception-action loop. Neural Comp. 19(9), 2387-2432 (in press)
13. th Ann. Allerton Conf. on Communication, Control and Computing, pp. 368-377 (1999)
14. O'Regan, K., Alva, N.: A sensorimotor account of vision and visual consciousness. Behav. Brain Sci. 24, 939-1031 (2001)
15. Polani, D., Nehaniv, C., Martinetz, T., Kim, J.T.: Relevant information in optimized persistence vs. progeny strategies. In: Rocha, et al. (eds.) Proc. of 10 th Int. Conf. on Artificial Life, pp. 337-343 (2006)
16. Klyubin, A.S., Polani, D., Nehaniv, C.L.: Organization of the information flow in the perception-action loop of evolved agents. In: Proc. of 2004 NASA/DoD Conf. on Evolvable Hardware, pp. 177-180 (2004)
17. Lungarella, M., Pegors, T., Bulwinkle, D., Sporns, O.: Methods for quantifying the information structure of sensory and motor data. Neuroinformatics 3(3), 243-262 (2005)
18. Lungarella, M., Sporns, O.: Mapping information flow in sensorimotor networks. PLoS Computational Biology 2, 1301-1312 (2006)
19. Ay, N., Polani, D.: Information flows in causal networks. Santa Fe Institute Working Paper 06-05-014 (2006)
20. Klyubin, A.S., Polani, D., Nehaniv, C.L.: All else being equal be empowered. In: Capcarrère, M.S., Freitas, A.A., Bentley, P.J., Johnson, C.G., Timmis, J. (eds.) ECAL 2005. LNCS (LNAI), vol. 3630, pp. 744-753. Springer, Heidelberg (2005)
21. Tononi, G., Sporns, O., Edelman, G.M.: Measures of degeneracy and redundancy in biological networks. Proc. Natl. Acad. Sci. USA, 3257-3262 (1999)
22. Prokopenko, M., Gerasimov, V., Tanev, I.: Evolving spatiotemporal coordination in a modular robotic system. In: Proc. of 9th Int. Conf. on the Simulation of Adaptive Behavior (2006)
23. th Int. Conf. on Artificial Life, pp. 323-329 (2006)
24. Der, R.: Self-organized acquisition of situated behavior. Theory in Bioscience 120, 1-9 (2001)
25. Klyubin, A.S., Polani, D., Nehaniv, C.L.: Empowerment: A universal agent-critic measure of control. In: Proc. of IEEE Congress of Evolutionary Computation, pp. 128-135 (2005)
26. th Int. Conf. on Intelligent Robots and Systems, pp. 3333-3338 (2004)
27. Kussell, E., Leibler, S.: Phenotypic diversity, population growth, and information in fluctuating environments. Science 309, 2075-2078 (2005)
28. Yamamoto, Y., Stock, D.W., Jeffery, W.R.: Hedgehog signaling controls eye degeneration in blind cavefish 431, 844-847 (2004)
29. Beer, R.: The dynamics of active categorical perception in an evolved model agent. Adaptive Behavior 11(4), 209-243 (2003)
30. th Conf. on Uncertainty in Artificial Intelligence, pp. 152-161. Morgan Kaufmann Publishers, San Francisco (2001)
31. Comon, P.: Independent component analysis. In: Proc. Int. Signal Processing Workshop on Higher-order Statistics, Chamrousse, France, pp. 111-120 (1991)
32. Paul, C., Lungarella, M., Iida, F. (eds.): Morphology, dynamics and control. Special issue of Robotics and Autonomous Systems 54(8), 617-718 (2006)
33. Pfeifer, R., Gomez, G., Iida, F.: Morphological computation for adaptive behavior and cognition. Int. Cong. Series 1291, 22-29 (2006)
34. Adami, C.: Introduction to Artificial Life. Springer, Heidelberg (1998)
35. Zhaoping, L.: Theoretical understanding of the early visual processes by data compression and data selection. Network: Computation in Neural Systems 17(4), 301-334 (2006)
36. Bosse, T., Sharpanskykh, A., Treur, J.: On the complexity monotonicity thesis for environment, behaviour and cognition. In: Int. Conf. on Complex Systems, 1728 (2006)
37. Tononi, G., Sporns, O., And Edelman, G.M.: A measure for brain complexity: relating functional segregation and integration in the nervous system. Proc. Natl. Acad. Sci. USA 91, 5033-5037 (1994)
38. Schmidhuber, J.: Curious model-building control systems. In: Proc. Int. Joint Conf. on Neural Networks pp. 1458-1463 (1991)
39. Oudeyer, P.-Y., Kaplan, F., Hafner, V.V.: Intrinsic motivation systems for autonomous mental development. IEEE Trans. Evol. Comp. 11(1), 265-286 (2006)
40. Dewar, R.: Maximum entropy production and the fluctuation theorem. J. Phys. A: Math. Gen. 38, 371-381 (2005)