The odd one out task: Toward an intelligence test for robots

2010 IEEE 9th International Conference on Development and Learning, ICDL-2010 - Conference Program

Volumn , Issue , 2010, Pages 126-131

  Sinapov, Jivko ^a   Stoytchev, Alexander ^a  

^a IOWA STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMMON PROPERTY; INTELLIGENCE TESTS; INTERNAL MODELS; OBJECT CATEGORIES; SIMILARITY MEASURE; SIMILARITY RELATIONS; THEORETICAL MODELS;

SENSORY FEEDBACK;

INTELLIGENT ROBOTS;

EID: 78149239364     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/DEVLRN.2010.5578855     Document Type: Conference Paper

References (18)

1. M. Buckley, M. Booth, E. Rolls, and D. Gaffan, "Selective perceptual impairments after perirhinal cortex ablation," Journal of Neuroscience, vol. 21, no. 24, p. 9824, 2001.
2. D. Roberson, J. Davidoff, and N. Braisby, "Similarity and categorisation: Neuropsychological evidence for a dissociation in explicit categorisation tasks," Cognition, vol. 71, no. 1, pp. 1-42, 1999.
3. R. Stephens and D. Navarro, "One of These Greebles is Not Like the Others: Semi-Supervised Models for Similarity Structures," in Proceedings of the 30th Annual Conference of the Cognitive Science Society, 2008, pp. 1996-2001.
4. A. R. Luria, Cognitive development, its cultural and social foundations. Harvard University Press, 1976.
5. M. Snowling, C. Hulme, A. Smith, and J. Thomas, "The effects of phonetic similarity and list length on children's sound categorization performance," Journal of Experimental Child Psychology, vol. 58, no. 1, p. 160, 1994.
6. S. Nolfi and D. Marocco, "Active perception: A sensorimotor account of object categorization," in From Animals to Animats 7: Proc. of the Sixth International Conf. on Simulation of Adaptive Behavior, 2002.
7. L. Natale, G. Metta, and G. Sandini, "Learning haptic representations of objects," in Proceedings of the International Conference on Intelligent Manipulation and Grasping, 2004.
8. T. Nakamura, T. Nagai, and N. Iwahashi, "Multimodal object categorization by a robot," in IEEE/RSJ International Conference on Intelligent Robots and Systems, 2007. IROS 2007, 2007, pp. 2415-2420.
9. S. Takamuku, K. Hosoda, and M. Asada, "Object Category Acquisition by Dynamic Touch," Advanced Robotics, vol. 22, no. 10, pp. 1143-1154, 2008.
10. J. Sinapov, M. Weimer, and A. Stoytchev, "Interactive learning of the acoustic properties of household objects," in Proc. of the IEEE Intl. Conf. on Robotics and Automation (ICRA), 2009, pp. 2518-2524.
11. S. Griffith, J. Sinapov, M. Miller, and A. Stoytchev, "Toward interactive learning of object categories by a robot: A case study with container and non-container objects," in Proc. of the 8th IEEE Intl. Conf. on Development and Learning, 2009.
12. J. Sun, J. Moore, A. Bobick, and J. Rehg, "Learning Visual Object Categories for Robot Affordance Prediction," The International Journal of Robotics Research, 2009.
13. J. Sinapov and A. Stoytchev, "Detecting the functional similarities between tools using a hierarchical representation of outcomes," in Proc. of the 7th IEEE Intl. Conf. on Development and Learning, 2008.
14. J. Modayil and B. Kuipers, "The initial development of object knowledge by a learning robot," Robotics and Autonomous Systems, vol. 56, no. 11, pp. 879-890, 2008.
15. T. Bergquist, C. Schenck, U. Ohiri, J. Sinapov, S. Griffith, and A. Stoytchev, "Interactive object recognition using proprioceptive feedback," in Proceedings of the 2009 IROS Workshop: Semantic Perception for Robot Manipulation, St. Louis, MO, 2009.
16. T. Kohonen, Self-Organizing Maps. Springer, 2001.
17. U. von Luxburg, "A tutorial on spectral clustering," Statistics and Computing, vol. 17, no. 4, pp. 395-416, 2007.
18. J. B. Tenenbaum, V. de Silva, and J. C. Langford, "A global geometric framework for nonlinear dimensionality reduction," Science, vol. 290, no. 5500, pp. 2319-2323, 2000.