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Volumn , Issue , 2012, Pages 2121-2124

Tuning-free step-size adaptation

Author keywords

[No Author keywords available]

Indexed keywords

3D HAND TRACKING; ADAPTATION METHODS; APPLICATION AREA; DOMAIN KNOWLEDGE; GRADIENT DESCENT; INCREMENTAL LEARNING; INPUT FEATURES; LMS ALGORITHMS; MANUAL INTERVENTION; PREDICTION PROBLEM; STEP SIZE;

EID: 84867615954     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2012.6288330     Document Type: Conference Paper
Times cited : (67)

References (16)
  • 1
    • 0000335879 scopus 로고    scopus 로고
    • Parameter adaptation in stochastic optimization
    • Saad, D. (Ed.), Cambridge University Press
    • Almeida, L. B., Langlois, T., Amaral, J. D., and Plakhov, A. (1998). Parameter adaptation in stochastic optimization. In Saad, D. (Ed.), On-Line Learning in Neural Networks, pp. 111-134. Cambridge University Press.
    • (1998) On-Line Learning in Neural Networks , pp. 111-134
    • Almeida, L.B.1    Langlois, T.2    Amaral, J.D.3    Plakhov, A.4
  • 6
    • 0024137490 scopus 로고
    • Increased rates of convergence through learning rate adaptation
    • Jacobs, R. A. (1988). Increased rates of convergence through learning rate adaptation. Neural Networks, 1(4):295-307.
    • (1988) Neural Networks , vol.1 , Issue.4 , pp. 295-307
    • Jacobs, R.A.1
  • 7
    • 0029359844 scopus 로고
    • Analysis of adaptive step size SA algorithms for parameter tracking
    • Kushner H. J., and Yang, J. (1995). Analysis of adaptive step size SA algorithms for parameter tracking. IEEE Trans. Autom. Control, 40:1403-1410.
    • (1995) IEEE Trans. Autom. Control , vol.40 , pp. 1403-1410
    • Kushner, H.J.1    Yang, J.2
  • 10
    • 84867616729 scopus 로고    scopus 로고
    • RLAI daylong04.crtrlog.gz. Retrieved June 1, 2010, from
    • RLAI (2010). daylong04.crtrlog.gz. Critterbot. Retrieved June 1, 2010, from http://critterbot.rl-community.org/logs.
    • (2010) Critterbot
  • 11
    • 0036639869 scopus 로고    scopus 로고
    • Scalable techniques from nonparametric statistics for real-time robot learning
    • Schaal, S., Atkeson, C., and Vijayakumar, S. (2001). Scalable techniques from nonparametric statistics for real-time robot learning. Applied Intelligence, 17(1):49-60.
    • (2001) Applied Intelligence , vol.17 , Issue.1 , pp. 49-60
    • Schaal, S.1    Atkeson, C.2    Vijayakumar, S.3
  • 14
    • 33745303200 scopus 로고
    • Adaptation of learning rate parameters
    • by A. G. Barto and R. S. Sutton. Air Force Wright Aeronautical Laboratories Technical Report AFWAL-TR-81-1070. Wright-Patterson Air Force Base, Ohio 45433
    • Sutton, R. S. (1981). Adaptation of learning rate parameters. In: Goal Seeking Components for Adaptive Intelligence: An Initial Assessment, by A. G. Barto and R. S. Sutton. Air Force Wright Aeronautical Laboratories Technical Report AFWAL-TR-81-1070. Wright-Patterson Air Force Base, Ohio 45433.
    • (1981) Goal Seeking Components for Adaptive Intelligence: An Initial Assessment
    • Sutton, R.S.1
  • 15
    • 0026971570 scopus 로고
    • Adapting bias by gradient descent: An incremental version of delta-bar-delta
    • Sutton, R. S. (1992a). Adapting bias by gradient descent: An incremental version of delta-bar-delta. In Proc. 10th National Conference on Artificial Intelligence, pp. 171-176.
    • (1992) Proc. 10th National Conference on Artificial Intelligence , pp. 171-176
    • Sutton, R.S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.