Call admission control and routing in integrated services networks using reinforcement learning

Proceedings of the IEEE Conference on Decision and Control

Volumn 1, Issue , 1998, Pages 563-568

  Marbach, Peter ^a   Mihatsch, Oliver ^a   Tsitsiklis, John N ^a  

^a MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CALL ADMISSION CONTROL; REINFORCEMENT LEARNING;

CONTROL SYSTEM ANALYSIS; LEARNING SYSTEMS; TELECOMMUNICATION NETWORKS;

CONGESTION CONTROL (COMMUNICATION);

EID: 0032266562     PISSN: 01912216     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Article

References (6)

1. D. P. Bertsekas, Dynamic Programming and Optimal Control. Athena Scientific, Belmont, MA, 1995.
2. D. P. Bertsekas and J. N Tsitsiklis, Neuro-Dynamic Programming, Athena Scientific, Belmont, MA, 1996.
3. A. Greenberg, and R. Srikant, "Computational Techniques for Accurate Performance Evaluation in Multirate, Multihop Communication Networks", IEEWACM Transactions on Networking, 1997, vol. 5, no. 2, pp. 266-290.
4. P. Marbach, O. Mihatsch, M. Schulte, and J. N. Tsitsiklis, "Reinforcement Learning for Call Admission Control and Routing in Integrated Service Networks", Advances in Neural Information Processing Systems 10, M. I. Jordan, M. J. Kearns, S. A. Solla, eds., MIT Press, 1998.
5. P. Marbach, and J. N. Tsitsiklis, "A Neuro-Dynamic Programming Approach to Call Admission Control in Integrated Service Networks: The Single Link Case", Lab. for Info. and Decision Systems Report LIDS-P-2402 Massachusetts Institute of Technology, Cambridge, MA, 1997.
6. J. N. Tsitsiklis, B. Van Roy, "Average Cost Temporal-Difference Learning", Lab. for Info. and Decision Systems Report LIDS-P-2390, Massachusetts Institute of Technology, Cambridge, MA, 1997.