Improvement of systems management policies using hybrid reinforcement learning

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4212 LNAI, Issue , 2006, Pages 783-791

  Tesauro, Gerald ^a   Jong, Nicholas K ^b   Das, Rajarshi ^a   Bennani, Mohamed N ^c  

^a IBM T J WATSON RESEARCH CENTER   (United States)

^b University of Texas at Austin   (United States)

^c George Mason University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DATA ACQUISITION; LEARNING SYSTEMS; PUBLIC POLICY; QUEUEING NETWORKS; RESOURCE ALLOCATION; SERVERS;

NONLINEAR FUNCTION APPROXIMATORS; ONLINE TRAINING; REINFORCEMENT LEARNING (RL); SWITCHING DELAYS;

COMPUTER SYSTEMS;

EID: 33750319846     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11871842_80     Document Type: Conference Paper

References (10)

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5. Lavenberg, S.S.: Personal communication (2006)
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8. Sutton, R.S., Barto, A.G.: Reinforcement Learning: An Introduction. MIT Press (1998)
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10. Abbeel, P., Ng, A.Y.: Exploration and apprenticeship learning in reinforcement learning. In: Proc. of ICML-05. (2005)