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Volumn , Issue , 2015, Pages

Q-learning based control algorithm for HTTP adaptive streaming

Author keywords

adaptation; HTTP Adaptive Streaming; policy; Quality of Experience; reinforcement learning; reward; state

Indexed keywords

ALGORITHMS; HTTP; IMAGE PROCESSING; PUBLIC POLICY; QUALITY CONTROL; QUALITY OF SERVICE; REINFORCEMENT LEARNING; VISUAL COMMUNICATION;

EID: 84979066942     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/VCIP.2015.7457906     Document Type: Conference Paper
Times cited : (5)

References (9)
  • 4
    • 84921745405 scopus 로고    scopus 로고
    • Quality-control algorithm for adaptive streaming services over wireless channels
    • Feb
    • S. Garcia, J. Cabrera, and N. Garcia, "Quality-control algorithm for adaptive streaming services over wireless channels," Selected Topics in Signal Processing, IEEE Journal of, vol. 9, no. 1, pp. 50-59, Feb 2015
    • (2015) Selected Topics in Signal Processing, IEEE Journal of , vol.9 , Issue.1 , pp. 50-59
    • Garcia, S.1    Cabrera, J.2    Garcia, N.3
  • 6
    • 84896133978 scopus 로고    scopus 로고
    • Design and optimisation of a (FA) Q-learning-based HTTP adaptive streaming client
    • M. Claeys, S. Latré, J. Famaey, T. Wu, W. Van Leekwijck, and F. De Turck, "Design and optimisation of a (FA) Q-learning-based HTTP adaptive streaming client," Connection Science, vol. 26, pp. 25-43, 2014
    • (2014) Connection Science , vol.26 , pp. 25-43
    • Claeys, M.1    Latré, S.2    Famaey, J.3    Wu, T.4    Van Leekwijck, W.5    De Turck, F.6
  • 7
    • 0004049893 scopus 로고
    • Ph.D. dissertation, King's College, Cambridge, UK, May
    • C. J. C. H. Watkins, "Learning from Delayed Rewards," Ph.D. dissertation, King's College, Cambridge, UK, May 1989. [Online]. Available: http://www.cs.rhul.ac.uk/ chrisw/new thesis.pdf
    • (1989) Learning from Delayed Rewards
    • Watkins, C.J.C.H.1
  • 9
    • 80054004135 scopus 로고    scopus 로고
    • Value-difference based exploration: Adaptive control between epsilon-greedy and softmax
    • Springer
    • M. Tokic and G. Palm, "Value-difference based exploration: adaptive control between epsilon-greedy and softmax," in KI 2011: Advances in Artificial Intelligence. Springer, 2011, pp. 335-346
    • (2011) KI 2011: Advances in Artificial Intelligence , pp. 335-346
    • Tokic, M.1    Palm, G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.