Reinforcement Learning for Autonomic Network Repair

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First International Conference on Autonomic Computing (ICAC'04)

Reinforcement Learning for Autonomic Network Repair (PDF)

New York, New York

May 17-May 18

ISBN: 0-7695-2114-2

	ASCII Text	x
	Michael L. Littman, Nishkam Ravi, Eitan Fenson, Rich Howard, "Reinforcement Learning for Autonomic Network Repair," Autonomic Computing, International Conference on, pp. 284-285, First International Conference on Autonomic Computing (ICAC'04), 2004.

	BibTex	x
	@article{ 10.1109/ICAC.2004.48, author = {Michael L. Littman and Nishkam Ravi and Eitan Fenson and Rich Howard}, title = {Reinforcement Learning for Autonomic Network Repair}, journal ={Autonomic Computing, International Conference on}, volume = {0}, year = {2004}, isbn = {0-7695-2114-2}, pages = {284-285}, doi = {http://doi.ieeecomputersociety.org/10.1109/ICAC.2004.48}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Autonomic Computing, International Conference on TI - Reinforcement Learning for Autonomic Network Repair SN - 0-7695-2114-2 SP284 EP285 A1 - Michael L. Littman, A1 - Nishkam Ravi, A1 - Eitan Fenson, A1 - Rich Howard, PY - 2004 KW - null VL - 0 JA - Autonomic Computing, International Conference on ER -

Michael L. Littman, Rutgers University

Nishkam Ravi, Rutgers University

Eitan Fenson, PnP Networks, Inc.

Rich Howard, PnP Networks, Inc.

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICAC.2004.48

We report on our efforts to formulate autonomic network repair as a reinforcement-learning problem. Our implemented system is able to learn to efficiently restore network connectivity after a failure.

Citation:

Michael L. Littman, Nishkam Ravi, Eitan Fenson, Rich Howard, "Reinforcement Learning for Autonomic Network Repair," icac, pp.284-285, First International Conference on Autonomic Computing (ICAC'04), 2004

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