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Adaptive Behavior
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To Afford or Not to Afford: A New Formalization of Affordances Toward Affordance-Based Robot Control

Erol Sahin

KOVAN Research Laboratory, Department of Computer Engineering, Middle East Technical University, Inönü Bulvari, Ankara, 06531, Turkey, erol{at}ceng.metu.edu.tr

Maya Çakmak

KOVAN Research Laboratory, Department of Computer Engineering, Middle East Technical University, Inönü Bulvari, Ankara, 06531, Turkey, maya{at}cc.gatech.edu

Mehmet R. Dogar

KOVAN Research Laboratory, Department of Computer Engineering, Middle East Technical University, Inönü Bulvari, Ankara, 06531, Turkey, dogar{at}ceng.metu.edu.tr

Emre Ugur

KOVAN Research Laboratory, Department of Computer Engineering, Middle East Technical University, Inönü Bulvari, Ankara, 06531, Turkey, emre{at}ceng.metu.edu.tr

Göktürk Üçoluk

KOVAN Research Laboratory, Department of Computer Engineering, Middle East Technical University, Inönü Bulvari, Ankara, 06531, Turkey, ucoluk{at}ceng.metu.edu.tr

The concept of affordances was introduced by J. J. Gibson to eXplain how inherent "values" and "meanings" of things in the environment can be directly perceived and how this information can be linked to the action possibilities offered to the organism by the environment. Although introduced in psychology, the concept influenced studies in other fields ranging from human—computer interaction to autonomous robotics. In this article, we first introduce the concept of affordances as conceived by J. J. Gibson and review the use of the term in different fields, with particular emphasis on its use in autonomous robotics. Then, we summarize four of the major formalization proposals for the affordance term. We point out that there are three, not one, perspectives from which to view affordances and that much of the confusion regarding discussions on the concept has arisen from this. We propose a new formalism for affordances and discuss its implications for autonomous robot control. We report preliminary results obtained with robots and link them with these implications.

Key Words: affordance • autonomous robots • control architecture • formalization • perception

References

  • Amant, R.S. (1999). User interface affordances in a planning representation. Human Computer Interaction, 14, 317—354.[CrossRef][Web of Science]
  • Arkin, R.C. (1998). Behavior-based robotics. Cambridge, MA: MIT Press.
  • Arkin, R.C., & Balch, T. (1997). AuRA: Principles and practice in review. Journal of Experimental and Theoretical Artificial Intelligence, 9, 175—189.[CrossRef]
  • Brooks, R.A. (1990). Elephants Don't Play Chess. Robotics and Autonomous Systems, 6 (1/2), 3—15.
  • Chemero, A. (2000). What events are. Ecological Psychology, 12, 37—42.
  • Chemero, A. (2003). An outline of a theory of affordances. Ecological Psychology, 15, 181—195.
  • Chemero, A., Klein, C., & Cordeiro, W. (2003). Events as changes in the layout of affordances. Ecological Psychology, 15, 19—28.
  • Connell, J.H. (1992). SSS: A hybrid architecture applied to robot navigation. In Proceedings of the IEEE International Conference on Robotics and Automation (pp. 2719— 2724). Los Alamitos, California.
  • Cooper, R., & Glasspool, D.W. (2001). Learning action affordances and action schemas. In R. M. French & J. P. Sougne (Eds.), Connectionist models of learning, development and evolution (pp. 133—142). London: Springer-Verlag.
  • Cornus, S., Montagne, G., & Laurent, M. (1999). Perception of a stepping-across affordance. Ecological Psychology, 11, 249—267.
  • Cos-Aguilera, I., Canamero, L., & Hayes, G.M. (2003). Motivation-driven learning of object affordances: First experiments using a simulated Khepera robot. In F. Detjer, D. Dörner and H. Schaub (Eds.), Proceedings of the 9th International Conference in Cognitive Modelling (ICCM). Bamberg, Germany.
  • Cos-Aguilera, I., Canamero, L., & Hayes, G.M. (2004). Using a SOFM to learn object affordances. In Proceedings of the 5th Workshop of Physical Agents. Girona, Catalonia, Spain.
  • Dorffner, G., Irran, J., Kintzler, F., & Poelz, P. (2005). Robotic learning architecture that can be taught by manually putting the robot to action sequences (Tech. Rep.). The Austrian Research Institute for Artificial Intelligence (OFAI). (MACS Project Deliverable 5.3.1.)
  • Duchon, A.P., Warren, W.H., & Kaelbling, L.P. (1998). Ecological robotics. Adaptive Behavior, 6, 473—507.[Abstract/Free Full Text]
  • Fadiga, L., Fogassi, L., Pavesi, G., & Rizzolatti, G. (1995). Motor facilitation during action observation: a magnetic stimulation study. Journal of Neurophysiology, 73, 2608— 2611.
  • Fikes, R., & Nilsson, N.J. (1971). Strips: A new approach to the application of theorem proving to problem solving. Artificial Intelligence, 2, 189—208.[CrossRef][Web of Science]
  • Firby, J. (1989). Adaptive execution in complex dynamic worlds. Ph.D. thesis, yaleu/csd/rr #672, Yale University.
  • Fitzpatrick, P., Metta, G., Natale, L., Rao, A., & Sandini, G. (2003). Learning about objects through action — initial steps towards artificial cognition. In Proceedings of the 2003 IEEE International Conference on Robotics and Automation (ICRA) (pp. 3140—3145).
  • Fogassi, L., Gallese, V., Buccino, G., Craighero, L., Fadiga, L., & Rizzolatti, G. (2001). Cortical mechanism for the visual guidance of hand grasping movements in the monkey — a reversible inactivation study. Brain, 124, 571—586.[Abstract/Free Full Text]
  • Fritz, G., Paletta, L., Kumar, M., Dorffner, G., Breithaupt, R., & Rome, E. (2006). Visual learning of affordance based cues. In S. Nolfi et al. (Eds.), From animals to animats 9: Proceedings of the 9th International Conference on Simulation of Adaptive Behaviour (SAB) (pp. 52—64). Roma, Italy. Berlin: Springer-Verlag.
  • Gallese, V. (2000, May). Agency and motor representations: new perspectives on inter-subjectivity. SC working papers 2000-6. Workshop on Autism and the Theory of Mind. Lyon.
  • Gallese, V., Fadiga, L., Fogassi, L., & Rizzolatti, G. (1996). Action recognition in the premotor cortex. Brain, 119, 593—609.[Abstract/Free Full Text]
  • Ghallab, M., Nau, D., & Traverso, P. (2004). Automated planning theory and practise. San Francisco: Elsevier.
  • Gibson, E.J. (2000). Perceptual learning in development: Some basic concepts. Ecological Psychology, 12, 295— 302.
  • Gibson, E.J. (2003). The world is so full of a number of things: On specification and perceptual learning. Ecological Psychology, 15, 283—288.
  • Gibson, E.J., Riccio, G., Schmuckler, M.A., Stoffregen, T.A., Rosenberg, D., & Taromina, J. (1987). Detection of the traversability of surfaces by crawling and walking infants. Journal of Experimental Psychology, 13, 533—544.
  • Gibson, J.J. (1966). The senses considered as perceptual systems. Boston: Houghton Mifflin.
  • Gibson, J.J. (1986). The ecological approach to visual perception. Original work published 1979. New Jersey: Lawrence Erlbaum Associates.
  • Greeno, J. (1994). Gibson's affordances. Psychological Review, 101, 336—342.[CrossRef][Web of Science][Medline] [Order article via Infotrieve]
  • Harnad, S. (1990). The symbol grounding problem. Physica D, 42, 335—346.[CrossRef]
  • Humphreys, G. (2001). Objects, affordances ... action!!! The Psychologist, 14, 5.
  • Irran, J., Kintzler, F., & Pölz, P. (2006). Grounding affordances. In R. Trappl (Ed.), Cybernetics and systems. Vienna: Austrian Society for Cybernetic Studies.
  • Jones, K.S. (2003). What is an affordance? Ecological Psychology, 15, 107—114.
  • Kinsella-Shaw, J.M., Shaw, B., & Turvey, M.T. (1992). Perceiving walk-on-able slopes. Ecological Psychology, 4, 223—239.[CrossRef]
  • Koffka, K. (1935). Principles of gestalt psychology, New York: Harcourt, Brace.
  • MacDorman, K.F. (2000). Responding to affordances: Learning and projecting a sensorimotor mapping. In Proceedings of 2000 IEEE International Conference on Robotics and Automation (ICRA) (pp. 3253—3259). San Fransisco, California, USA.
  • Mark, L.S. (1987). Eyeheight-scaled information about affordances: A study of sitting and stair climbing. Journal of Experimental Psychology: Human Perception and Performance, 13, 361—370.[CrossRef][Web of Science]
  • McGrenere, J., & Ho, W. (2000). Affordances: Clarifying and evolving a concept. In S. Fels, P. Poulin (Eds.), Proceedings of the Graphics Interface (pp. 179—186). Toronto.
  • Michaels, C.F. (2003). Affordances: Four points of debate. Ecological Psychology, 15, 135—148.
  • Murphy, R.R. (1999). Case studies of applying Gibson's ecological approach to mobile robots. IEEE Transactions on Systems, Man, and Cybernetics, 29, 105—111.[CrossRef]
  • Neisser, U. (1976). Cognition and reality: Principles and implications of cognitive psychology. San Francisco: W. H. Freeman and Co.
  • Neisser, U. (1994). Multiple systems: A new approach to cognitive theory. The European Journal of Cognitive Psychology, 6, 225—241.
  • Norman, D.A. (1988). The psychology of everyday things. New York: Basic Books.
  • Norman, D.A. (1999). Affordance, conventions, and design. Interactions, 6, 38—42.[CrossRef]
  • Norman, J. (2001). Ecological psychology and the two visual systems: Not to worry! Ecological Psychology, 13, 135— 145.
  • Norman, J. (2002). Two visual systems and two theories. Behavioral and Brain Sciences, 25, 73—144.[CrossRef][Web of Science][Medline] [Order article via Infotrieve]
  • Oudejans, R., Michaels, C., VanDort, B., & Frissen, E. (1996). To cross or not to cross: The effect of locomotion on street-crossing behavior. Ecological Psychology, 8, 259— 267.
  • Rizzolatti, G., Fadiga, L., Gallese, V., & Fogassi, L. (1996). Premotor cortex and the recognition of motor actions. Cognitive Brain Research, 3, 131—141.[CrossRef][Medline] [Order article via Infotrieve]
  • Sanders, J.T. (1997). An ontology of affordances. Ecological Psychology, 9, 97—112.
  • Steedman, M. (2002a). Formalizing affordance. In: W. Gray and C. Schunn, Proceedings of the 24th Annual Meeting of the Cognitive Science Society, LEA, Mahwah, NJ. Washington D.C.: Lawrence Erlbaum.
  • Steedman, M. (2002b). Plans, affordances, and combinatory grammar. Linguistics and Philosophy, 25.
  • Stoffregen, T.A. (2003). Affordances as properties of the animal environment system. Ecological Psychology, 15, 115—134.
  • Stoytchev, A. (2005a). Behavior-grounded representation of tool affordances. In Proceedings of 2005 IEEE International Conference on Robotics and Automation (ICRA) (pp. 18—22). Barcelona, Spain.
  • Stoytchev, A. (2005b). Toward learning the binding affordances of objects: A behavior-grounded approach. In Proceedings of AAAI Symposium on Developmental Robotics (pp. 21—23).
  • Sun, R. ( 2000). Symbol grounding: A new look at an old idea. Philosophical Psychology, 13, 149—172.[CrossRef][Web of Science]
  • Susi, T., & Ziemke, T. (2005). On the subject of objects: Four views on object perception and tool use. TripleC: Cognition, Communication, Co-operation, 3, 6—19.
  • Szokolszky, A. (2003). An interview with Eleanor Gibson. Ecological Psychology, 15, 271-281.
  • Turvey, M.T. (1992). Affordances and prospective control: an outline of the ontology. Ecological Psychology, 4, 173— 187.
  • Ugur, E., Dogar, M.R., Çakmak, M., & Sahin, E. (2006). The learning and use of traversability a fordance using range images on a mobile robot (Technical Report No. METU-CENG-TR-2006-03). Ankara, Turkey: Dept. of Computer Eng., Middle East Technical University.
  • Ugur, E., Dogar, M.R., Çakmak, M., & Sahin, E. (2007). The learning and use of traversability affordance using range images on a mobile robot. In Proceedings of the 2007 IEEE International Conference on Robotics and Automation (ICRA), Roma, April 2007, (pp. 1721—1726).
  • Warren, W.H. (1984). Perceiving affordances: Visual guidance of stair climbing. Journal of Experimental Psychology, 105, 683—703.
  • Warren, W.H., & Whang, S. (1987). Visual guidance of walking through apertures: body-scaled information for affordances. Journal of Experimental Psychology, 13, 371—383.
  • Wehner, R. (1987). "Matched filters" — neural models of the external world. Journal of Comparative Physiology A: Neuroethology, Sensory, Neural, and Behavioral Physiology, 161, 511—531.[CrossRef]
  • Wells, A.J. (2002). Gibson's affordances and Turing's theory of computation. Ecological Psychology, 14, 140—180.

Adaptive Behavior, Vol. 15, No. 4, 447-472 (2007)
DOI: 10.1177/1059712307084689


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This Article
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