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Spatial Planning: An ACT-R Model for the Tower of London Task

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Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 8684))

Abstract

The Tower of London (ToL for short) is a disk manipulation task extensively used and well-established as a neuropsychological diagnostic tool for assessing human planning ability in clinical and research contexts. Behavioral experiments have shown that planning in the ToL is substantially influenced by structural, visually observable task characteristics. This work presents an ACT-R model for three move ToL tasks which uses a spreading activation mechanism to explain differences in planning performance. Model evaluation is based on a task selection that accounted for systematic variations of task demands. Based on comparisons with empirically observed planning latencies and eye-movement patterns the explanation for human planning abilities in ToL is assessed and discussed.

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References

  1. Shallice, T.: Specific impairments of planning. Philosophical Transactions of the Royal Society of London B 298, 199–209 (1982)

    Google Scholar 

  2. Russell, S.J., Norvig, P.: Artificial Intelligence: A Modern Approach, 2nd edn. Prentice Hall, Englewood Cliffs (2003)

    Google Scholar 

  3. Kaller, C.P., Rahm, B., Köstering, L., Unterrainer, J.M.: Reviewing the impact of problem structure on planning: a software tool for analyzing tower tasks. Behavioural Brain Research 216, 1–8 (2011)

    Article  Google Scholar 

  4. Kaller, C.P., Rahm, B., Bolkenius, K., Unterrainer, J.M.: Eye movements and visuospatial problem solving: Identifying separable phases of complex cognition. Psychophysiology 46, 818–830 (2009)

    Article  Google Scholar 

  5. Kaller, C.P., Rahm, B., Spreer, J., Weiller, C., Unterrainer, J.M.: Dissociable contributions of left and right dorsolateral prefrontal cortex in planning. Cerebral Cortex 21, 307–317 (2011)

    Article  Google Scholar 

  6. Nitschke, K., Ruh, N., Kappler, S., Stahl, C., Kaller, C.P.: Dissociable stages of problem solving (i): Temporal characteristics revealed by eye-movement analyses. Brain and Cognition 80(1), 160–169 (2012)

    Article  Google Scholar 

  7. Newman, S.D., Carpenter, P.A., Varma, S., Just, M.A.: Frontal and parietal participation in problem solving in the tower of london: fmri and computational modeling of planning and high-level perception. Neuropsychologia 41(12), 1668–1682 (2003)

    Article  Google Scholar 

  8. Owen, A.M.: Cognitive planning in humans: neuropsychological, neuroanatomical and neuropharmacological perspectives. Progress in Neurobiology 53(4), 431–450 (1997)

    Article  MathSciNet  Google Scholar 

  9. Phillips, L.H., Wynn, V.E., Gilhooly, K.J., Sala, S.D., Logie, R.H.: The role of memory in the Tower of London task. Memory 7, 209–231 (1999)

    Article  Google Scholar 

  10. Phillips, L.H., Wynn, V.E., McPherson, S., Gilhooly, K.J.: Mental planning and the Tower of London. Quarterly Journal of Experimental Psychology 54A, 579–597 (2001)

    Article  Google Scholar 

  11. Newman, S.D., Pittman, G.: The Tower of London: A study of the effect of problem structure on planning. Journal of Clinical and Experimental Neuropsychology 29, 333–342 (2007)

    Article  Google Scholar 

  12. Ward, G., Allport, A.: Planning and problem-solving using the 5-disc Tower of London task. Quarterly Journal of Experimental Psychology 50, 49–78 (1997)

    Article  Google Scholar 

  13. Gilhooly, K., Wynn, V., Phillips, L., Logie, R., Sala, S.D.: Visuo-spatial and verbal working memory in the five-disc tower of london task: An individual differences approach. Thinking & Reasoning 8(3), 165–178 (2002)

    Article  Google Scholar 

  14. Anderson, J.R., Douglass, S.: Tower of Hanoi. Evidence for the cost of goal retrieval 27, 1331–1346 (2001)

    Google Scholar 

  15. Altmann, E.M., Trafton, J.G.: Memory for goals: An architectural perspective. In: Proceedings of the Twenty-First Annual Conference of the Cognitive Science Society, pp. 19–24. Erlbaum (1999)

    Google Scholar 

  16. Altmann, E.M., Trafton, J.G.: Memory for goals: An activation-based model. Cognitive Science 26, 63–83 (2002)

    Google Scholar 

  17. Hofstadter, D.R.: Metamagical themas. Scientific American 245(3), 409–415 (1981)

    Article  Google Scholar 

  18. Albrecht, R., Brüssow, S., Kaller, C., Ragni, M.: Using a cognitive model for an in-depth analysis of the tower of london. In: Proceedings of the 33rd Annual Meeting of the Cognitive Science Society, Cognitive Science Society, pp. 693–698 (2011)

    Google Scholar 

  19. Anderson, J.R.: The Architecture of Cognition, vol. 5. Psychology Press (1983)

    Google Scholar 

  20. Anderson, J.R.: How can the human mind occur in the physical universe? Oxford University Press, New York (2007)

    Google Scholar 

  21. Anderson, J.R., Reder, L.M., Lebiere, C.: Working memory: Activation limitations on retrieval. Cognitive Psychology 30(3), 221–256 (1996)

    Article  Google Scholar 

  22. Anderson, J.R., Bothell, D., Byrne, M.D., Douglass, S., Lebiere, C., Qin, Y.: An integrated theory of the mind. Psychological Review 111(4), 1036–1060 (2004)

    Article  Google Scholar 

  23. Hodgson, T.L., Bajwa, A., Owen, A.M., Kennard, C.: The strategic control of gaze direction in the Tower of London task. Journal of Cognitive Neuroscience 12, 894–907 (2000)

    Article  Google Scholar 

  24. Nyamsuren, E., Taatgen, N.A.: Pre-attentive and attentive vision module. Cognitive Systems Research 24, 62–71 (2013)

    Article  Google Scholar 

  25. Anderson, J.: Cognitive psychology and its implications. Worth Publishers (2004)

    Google Scholar 

  26. Ellis, S., Siegler, R.S.: Development of problem solving. In: Thinking and Problem Solving, pp. 333–367. Academic, San Diego (1994)

    Chapter  Google Scholar 

  27. Kotovsky, K., Hayes, J.R., Simon, H.A.: Why are some problems hard? evidence from tower of hanoi. Cognitive Psychology 17(2), 248–294 (1985)

    Article  Google Scholar 

  28. Ohlsson, S.: Information-processing explanations of insight and related phenomena. In: Advances in the Psychology of Thinking, pp. 1–44 (1992)

    Google Scholar 

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Albrecht, R., Ragni, M. (2014). Spatial Planning: An ACT-R Model for the Tower of London Task. In: Freksa, C., Nebel, B., Hegarty, M., Barkowsky, T. (eds) Spatial Cognition IX. Spatial Cognition 2014. Lecture Notes in Computer Science(), vol 8684. Springer, Cham. https://doi.org/10.1007/978-3-319-11215-2_16

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  • DOI: https://doi.org/10.1007/978-3-319-11215-2_16

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-11214-5

  • Online ISBN: 978-3-319-11215-2

  • eBook Packages: Computer ScienceComputer Science (R0)

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