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Volumn , Issue , 2011, Pages 980-986

Embodiment-specific representation of robot grasping using graphical models and latent-space discretization

Author keywords

[No Author keywords available]

Indexed keywords

CONDITIONAL DISTRIBUTION; CONTINUOUS OBSERVATION; DATA REPRESENTATIONS; DISCRETIZATIONS; EFFICIENT LEARNING; GRAPHICAL MODEL; GRASP PLANNING; KINEMATIC STRUCTURES; PROBABILISTIC FRAMEWORK; ROBOT GRASPING; ROBOT HAND; SIMULATED ENVIRONMENT; TASK CLASSIFICATION; TASK KNOWLEDGE;

EID: 84455207493     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IROS.2011.6048145     Document Type: Conference Paper
Times cited : (16)

References (17)
  • 5
    • 78651509683 scopus 로고    scopus 로고
    • Learning Task Constraints for Robot Grasping using Graphical Models
    • D. Song, K. Huebner, V. Kyrki, and D. Kragic, "Learning Task Constraints for Robot Grasping using Graphical Models," in IROS, 2010.
    • (2010) IROS
    • Song, D.1    Huebner, K.2    Kyrki, V.3    Kragic, D.4
  • 8
    • 27844605876 scopus 로고    scopus 로고
    • Probabilistic Non-linear Principal Component Analysis with Gaussian Process Latent Variable Models
    • November
    • N. D. Lawrence, "Probabilistic Non-linear Principal Component Analysis with Gaussian Process Latent Variable Models," Journal of Machine Learning Research, vol. 6, pp. 1783-1816, November 2005.
    • (2005) Journal of Machine Learning Research , vol.6 , pp. 1783-1816
    • Lawrence, N.D.1
  • 9
    • 80053168930 scopus 로고    scopus 로고
    • Variational Learning of Inducing Variables in Sparse Gaussian Processes
    • M. Titsias, "Variational Learning of Inducing Variables in Sparse Gaussian Processes," in Artificial Intelligence and Statistics, 2009.
    • (2009) Artificial Intelligence and Statistics
    • Titsias, M.1
  • 10
    • 0000120766 scopus 로고
    • Estimating the Dimension of a Model
    • G. Schwarz, "Estimating the Dimension of a Model," Annals of Statistics, vol. 6, no. 2, pp. 461-464, 1978.
    • (1978) Annals of Statistics , vol.6 , Issue.2 , pp. 461-464
    • Schwarz, G.1
  • 12
    • 84933530882 scopus 로고
    • Approximating Discrete Probability Distributions with Dependence Trees
    • C. Chow and C. Liu, "Approximating Discrete Probability Distributions with Dependence Trees," IEEE Transactions on Information Theory, vol. 14, no. 3, pp. 462-467, 1968.
    • (1968) IEEE Transactions on Information Theory , vol.14 , Issue.3 , pp. 462-467
    • Chow, C.1    Liu, C.2
  • 15


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.