메뉴 건너뛰기




Volumn 43, Issue 1, 2013, Pages 155-169

A framework for hierarchical perception-action learning utilizing fuzzy reasoning

Author keywords

Autonomous agents; Fuzzy logic (FL); Hierarchical systems; Machine learning; Online learning; Perception action (P A) learning; Subsumption architectures; Vehicle safety

Indexed keywords

INTELLIGENT DRIVER ASSISTANCE SYSTEMS; INTERMEDIATE REPRESENTATIONS; ONLINE LEARNING; PERCEPTION-ACTION; PERCEPTUAL TRANSITIONS; SUBSUMPTION ARCHITECTURE; SYMBOLIC MANIPULATION; VEHICLE SAFETY;

EID: 84890431227     PISSN: 21682267     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSMCB.2012.2202109     Document Type: Article
Times cited : (12)

References (39)
  • 1
    • 0025957717 scopus 로고
    • Intelligence without representation
    • Jan.
    • R. A. Brooks, "Intelligence without representation," Artif. Intell., vol. 47, no. 1-3, pp. 139-159, Jan. 1991.
    • (1991) Artif. Intell. , vol.47 , Issue.1-3 , pp. 139-159
    • Brooks, R.A.1
  • 2
    • 0032623729 scopus 로고    scopus 로고
    • The complexity of vision
    • Apr.
    • G. H. Granlund, "The complexity of vision," Signal Process., vol. 74, no. 1, pp. 101-126, Apr. 1999.
    • (1999) Signal Process. , vol.74 , Issue.1 , pp. 101-126
    • Granlund, G.H.1
  • 3
    • 68649091965 scopus 로고    scopus 로고
    • Exploratory learning structures in artificial cognitive systems
    • Oct.
    • M. Felsberg, J. Wiklund, and G. Granlund, "Exploratory learning structures in artificial cognitive systems," Image Vis. Comput., vol. 27, no. 11, pp. 1671-1687, Oct. 2009.
    • (2009) Image Vis. Comput. , vol.27 , Issue.11 , pp. 1671-1687
    • Felsberg, M.1    Wiklund, J.2    Granlund, G.3
  • 4
    • 0032895527 scopus 로고    scopus 로고
    • An optimal estimation approach to visual perception and learning
    • Jun.
    • R. P. N. Rao, "An optimal estimation approach to visual perception and learning," Vis. Res., vol. 39, no. 11, pp. 1963-1989, Jun. 1999.
    • (1999) Vis. Res. , vol.39 , Issue.11 , pp. 1963-1989
    • Rao, R.P.N.1
  • 6
    • 68649087605 scopus 로고    scopus 로고
    • A linear-complexity repa-rameterisation strategy for the hierarchical bootstrapping of capabilities within perception-action architectures
    • Oct.
    • M. Shevchenko, D. Windridge, and J. Kittler, "A linear-complexity repa-rameterisation strategy for the hierarchical bootstrapping of capabilities within perception-action architectures," Image Vis. Comput., vol. 27, no. 11, pp. 1702-1714, Oct. 2009.
    • (2009) Image Vis. Comput. , vol.27 , Issue.11 , pp. 1702-1714
    • Shevchenko, M.1    Windridge, D.2    Kittler, J.3
  • 7
    • 45149140937 scopus 로고
    • The symbol grounding problem
    • S. Harnad, "The symbol grounding problem," Phys. D, vol. 42, pp. 335-346, 1990.
    • (1990) Phys. D , vol.42 , pp. 335-346
    • Harnad, S.1
  • 8
    • 0347568230 scopus 로고    scopus 로고
    • Symbolic and sub-symbolic representations in computational models of human cognition what can be learned from biology?
    • T. D. Kelley, "Symbolic and sub-symbolic representations in computational models of human cognition what can be learned from biology?" Theor. Psychol., vol. 13, no. 6, pp. 847-860, 2003.
    • (2003) Theor. Psychol. , vol.13 , Issue.6 , pp. 847-860
    • Kelley, T.D.1
  • 9
    • 33646188137 scopus 로고    scopus 로고
    • Three dilemmas of signal- and symbol-based representations in computer vision
    • Brain, Vision, and Artificial Intelligence, M. Gregorio, V. Maio, M. Frucci, and C. Musio, Eds. Berlin, Germany: Springer-Verlag
    • N. Kruger, "Three dilemmas of signal- and symbol-based representations in computer vision," in Brain, Vision, and Artificial Intelligence, Lecture Notes in Computer Science, M. Gregorio, V. Maio, M. Frucci, and C. Musio, Eds. Berlin, Germany: Springer-Verlag, 2005, pp. 167-176.
    • (2005) Lecture Notes in Computer Science , pp. 167-176
    • Kruger, N.1
  • 10
    • 74349089282 scopus 로고    scopus 로고
    • Vision for situated robot companions; Fusing top-down knowledge and bottom-up data
    • M. Schlemmer, J. Prankl, and M. Vincze, "Vision for situated robot companions; Fusing top-down knowledge and bottom-up data," in Proc. AFRICON, 2009, pp. 1-6.
    • Proc. AFRICON, 2009 , pp. 1-6
    • Schlemmer, M.1    Prankl, J.2    Vincze, M.3
  • 11
    • 84856943387 scopus 로고    scopus 로고
    • Theoretic foundations of situating cognitive vision in robots and cognitive systems
    • M. J. Schlemmer and M. Vincze, "Theoretic foundations of situating cognitive vision in robots and cognitive systems," J. Exp. Theor. Artif. Intell., vol. 24, no. 1, pp. 109-137, 2012.
    • (2012) J. Exp. Theor. Artif. Intell. , vol.24 , Issue.1 , pp. 109-137
    • Schlemmer, M.J.1    Vincze, M.2
  • 13
    • 0033360288 scopus 로고    scopus 로고
    • Predictive coding in the visual cortex: A functional interpretation of some extra-classical receptive-field effects
    • R. P. N. Rao and D. H. Ballard, "Predictive coding in the visual cortex: A functional interpretation of some extra-classical receptive-field effects," Nat. Neurosci., vol. 2, pp. 79-87, 1999.
    • (1999) Nat. Neurosci. , vol.2 , pp. 79-87
    • Rao, R.P.N.1    Ballard, D.H.2
  • 18
    • 32044466073 scopus 로고    scopus 로고
    • Markov logic networks
    • Feb.
    • M. Richardson and P. Domingos, "Markov logic networks," Mach. Learn., vol. 62, no. 1/2, pp. 107-136, Feb. 2006.
    • (2006) Mach. Learn. , vol.62 , Issue.1-2 , pp. 107-136
    • Richardson, M.1    Domingos, P.2
  • 19
    • 38149015587 scopus 로고    scopus 로고
    • Extending Markov logic to model probability distributions in relational domains
    • D. Jain, B. Kirchlechner, and M. Beetz, "Extending Markov logic to model probability distributions in relational domains," in Proc. 30th KI, 2007, pp. 129-143.
    • Proc. 30th KI, 2007 , pp. 129-143
    • Jain, D.1    Kirchlechner, B.2    Beetz, M.3
  • 20
    • 71149102017 scopus 로고    scopus 로고
    • Learning Markov logic network structure via hypergraph lifting
    • S. Kok and P. Domingos, "Learning Markov logic network structure via hypergraph lifting," in Proc. 26th ICML, 2009, pp. 505-512.
    • Proc. 26th ICML, 2009 , pp. 505-512
    • Kok, S.1    Domingos, P.2
  • 22
    • 0029270928 scopus 로고
    • Fuzzy logic systems for engineering: A tutorial
    • Mar.
    • J. Mendel, "Fuzzy logic systems for engineering: A tutorial," Proc. IEEE, vol. 83, no. 3, pp. 345-377, Mar. 1995.
    • (1995) Proc. IEEE , vol.83 , Issue.3 , pp. 345-377
    • Mendel, J.1
  • 23
    • 78349304040 scopus 로고    scopus 로고
    • Two-stage fuzzy logic controller for signalized intersection
    • Jan.
    • J. Qiao, N. Yang, and J. Gao, "Two-stage fuzzy logic controller for signalized intersection," IEEE Trans. Syst., Man, Cybern. A, Syst., Humans, vol. 41, no. 1, pp. 178-184, Jan. 2011.
    • (2011) IEEE Trans. Syst., Man, Cybern. A, Syst., Humans , vol.41 , Issue.1 , pp. 178-184
    • Qiao, J.1    Yang, N.2    Gao, J.3
  • 24
    • 0030270497 scopus 로고    scopus 로고
    • A fuzzy reasoning approach for rule-based systems based on fuzzy logics
    • Oct.
    • S. M. Chen, "A fuzzy reasoning approach for rule-based systems based on fuzzy logics," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 26, no. 5, pp. 769-778, Oct. 1996.
    • (1996) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.26 , Issue.5 , pp. 769-778
    • Chen, S.M.1
  • 25
    • 0020909774 scopus 로고    scopus 로고
    • Logic programs with uncertainties: A tool for implementing rule-based systems
    • E. Y. Shapiro, "Logic programs with uncertainties: A tool for implementing rule-based systems," in Proc. 8th IJCAI, 1983, pp. 529-532.
    • Proc. 8th IJCAI, 1983 , pp. 529-532
    • Shapiro, E.Y.1
  • 27
    • 0030215076 scopus 로고    scopus 로고
    • Fuzzy function approximation with ellipsoidal rules
    • Aug.
    • J. Dickerson and B. Kosko, "Fuzzy function approximation with ellipsoidal rules," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 26, no. 4, pp. 542-560, Aug. 1996.
    • (1996) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.26 , Issue.4 , pp. 542-560
    • Dickerson, J.1    Kosko, B.2
  • 28
    • 33748313106 scopus 로고    scopus 로고
    • On the convex combination of left-continuous t-norms
    • Sep.
    • S. Jenei, "On the convex combination of left-continuous t-norms," Aequationes Math., vol. 72, no. 1/2, pp. 47-59, Sep. 2006.
    • (2006) Aequationes Math. , vol.72 , Issue.1-2 , pp. 47-59
    • Jenei, S.1
  • 29
    • 0141462481 scopus 로고    scopus 로고
    • Problems on associative functions
    • C. Alsina, M. Frank, and B. Schweizer, "Problems on associative functions," Aequationes Math., vol. 66, pp. 128-140, 2003.
    • (2003) Aequationes Math. , vol.66 , pp. 128-140
    • Alsina, C.1    Frank, M.2    Schweizer, B.3
  • 30
  • 31
    • 0025404409 scopus 로고
    • Fuzzy logic in control systems: Fuzzy logic controller. I
    • Mar./Apr.
    • C. Lee, "Fuzzy logic in control systems: Fuzzy logic controller. I," IEEE Trans. Syst., Man, Cybern., vol. 20, no. 2, pp. 404-418, Mar./Apr. 1990.
    • (1990) IEEE Trans. Syst., Man, Cybern. , vol.20 , Issue.2 , pp. 404-418
    • Lee, C.1
  • 32
    • 0033894645 scopus 로고    scopus 로고
    • Constraining the optimization of a fuzzy logic controller using an enhanced genetic algorithm
    • Feb.
    • F. Cheong and R. Lai, "Constraining the optimization of a fuzzy logic controller using an enhanced genetic algorithm," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 30, no. 1, pp. 31-46, Feb. 2000.
    • (2000) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.30 , Issue.1 , pp. 31-46
    • Cheong, F.1    Lai, R.2
  • 33
    • 80051483030 scopus 로고    scopus 로고
    • Weighted fuzzy rule interpolation based on GA-based weight-learning techniques
    • Aug.
    • S. M. Chen and Y. C. Chang, "Weighted fuzzy rule interpolation based on GA-based weight-learning techniques," IEEE Trans. Fuzzy Syst., vol. 19, no. 4, pp. 729-744, Aug. 2011.
    • (2011) IEEE Trans. Fuzzy Syst. , vol.19 , Issue.4 , pp. 729-744
    • Chen, S.M.1    Chang, Y.C.2
  • 34
    • 4243532938 scopus 로고
    • Constraint logic programming: A survey
    • J. Jaffar and M. J. Maher, "Constraint logic programming: A survey," The Journal of Logic Programming, vol. 19/20, pp. 503-581, 1994.
    • (1994) The Journal of Logic Programming , vol.19-20 , pp. 503-581
    • Jaffar, J.1    Maher, M.J.2
  • 37
    • 72449152786 scopus 로고    scopus 로고
    • Learning higher-order Markov models for object tracking in image sequences
    • Proc. ISVC
    • M. Felsberg and F. Larsson, "Learning higher-order Markov models for object tracking in image sequences," in Proc. ISVC, vol. 5876, LNCS, 2009, pp. 184-195.
    • (2009) LNCS , vol.5876 , pp. 184-195
    • Felsberg, M.1    Larsson, F.2
  • 38
    • 10044260004 scopus 로고    scopus 로고
    • Discovery of fuzzy temporal association rules
    • Dec.
    • W. J. Lee and S. J. Lee, "Discovery of fuzzy temporal association rules," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 34, no. 6, pp. 2330-2342, Dec. 2004.
    • (2004) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.34 , Issue.6 , pp. 2330-2342
    • Lee, W.J.1    Lee, S.J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.