Optimizing admission control while ensuring quality of service in multimedia networks via reinforcement learning

Advances in Neural Information Processing Systems

Volumn , Issue , 1999, Pages 982-988

  Brown, Timothy X ^a   Tong, Hui ^a   Singh, Satinder ^a  

^a UCB 450   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

QUALITY OF SERVICE;

GENERAL SOLUTIONS; MULTI-CRITERIA; MULTIMEDIA NETWORKS; NETWORKING PROBLEMS; QUALITY OF SERVICE CONSTRAINTS;

REINFORCEMENT LEARNING;

EID: 84899030154     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

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2. Brown, T.X., "Adaptive Access Control Applied to Ethernet Data," Advances in NIPS 9, ed. M. Mozer et al., MIT Press, 1997. pp. 932-938.
3. Brown, T.X., "Adaptive Statistical Multiplexing for Broadband Communications," Invited Tutorial Fifth IFIP Workshop on Performance Modeling & Evaluation of ATM Networks, Ilkley, U.K., July, 1997.
4. Gabor, Z., Kalmar, Z., Szepesvari, C, "Multi-criteria Reinforcement Learning," to appear in International Conference on Machine Learning, Madison, WI, July, 1998.
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7. Nie, J., Haykin, S., 'A Q-learning based dynamic channel assignment technique for mobile communication systems," to appear in IEEE T. on Vehicular Technology.
8. Singh, S.P., Bertsekas, D.P, "Reinforcement learning for dynamic channel allocation in cellular telephone systems," in Advances in NIPS 9, ed. Mozer, M., et al., MIT Press, 1997. pp. 974-980.