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Volumn 11, Issue 1, 2007, Pages 22-30

Reinforcement learning in autonomic computing: A manifesto and case studies

Author keywords

Autonomic computing; Reinforcement learning; Systems management; Training

Indexed keywords

AUTONOMIC COMPUTING; SYSTEMS MANAGEMENT;

EID: 33847379922     PISSN: 10897801     EISSN: None     Source Type: Journal    
DOI: 10.1109/MIC.2007.21     Document Type: Article
Times cited : (105)

References (16)
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  • 8
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    • "Learning to Trade via Direct Reinforcement"
    • J. Moody and M. Saffell, "Learning to Trade via Direct Reinforcement," IEEE Trans. Neural Networks, vol. 12, no. 4, 2001, pp. 875-889.
    • (2001) IEEE Trans. Neural Networks , vol.12 , Issue.4 , pp. 875-889
    • Moody, J.1    Saffell, M.2
  • 9
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    • "Inverted Autonomous Helicopter Flight via Reinforcement Learning"
    • A.Y. Ng et al., "Inverted Autonomous Helicopter Flight via Reinforcement Learning," Proc. Int'l Symp. Experimental Robotics, 2004; http://ai.stanford.edu/~ang/papers/iser04-invertedflight.pdf.
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    • Ng, A.Y.1
  • 10
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    • "Residual Algorithms: Reinforcement Learning with Function Approximation"
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    • L. Baird, "Residual Algorithms: Reinforcement Learning with Function Approximation," Proc. Int'l Conf. Machine Learning (ICML), ACM Press, 1995, pp. 30-37.
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    • Baird, L.1
  • 12
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    • "A Hybrid Reinforcement Learning Approach to Autonomic Resource Allocation"
    • IEEE CS Press
    • G. Tesauro et al., "A Hybrid Reinforcement Learning Approach to Autonomic Resource Allocation," Proc. Int'l Conf. Autonomic Computing (ICAC), IEEE CS Press, 2006, pp. 65-73.
    • (2006) Proc. Int'l Conf. Autonomic Computing (ICAC) , pp. 65-73
    • Tesauro, G.1
  • 13
    • 29344462255 scopus 로고    scopus 로고
    • "Online Resource Allocation Using Decompositional Reinforcement Learning"
    • G. Tesauro, "Online Resource Allocation Using Decompositional Reinforcement Learning," Proc. AAAI, 2005, pp. 886-891.
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  • 14
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    • "A Reinforcement Learning Framework for Dynamic Resource Allocation: First Results"
    • IEEE CS Press
    • D. Vengerov and N. Iakovlev, "A Reinforcement Learning Framework for Dynamic Resource Allocation: First Results," Proc. Int'l Conf. Autonomic Computing (ICAC), IEEE CS Press, 2005, pp. 339-340.
    • (2005) Proc. Int'l Conf. Autonomic Computing (ICAC) , pp. 339-340
    • Vengerov, D.1    Iakovlev, N.2
  • 15
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    • "Adaptive Job Routing and Scheduling" Intelligence
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.