Introduction to Multi-Agent Modified Q-Learning Routing for Computer Networks

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	Similar Articles Articles by Radosław Rudek Articles by Leszek Koszałka Articles by Iwona Pozniak-Koszałka

Advanced Industrial Conference on Telecommunications/Service Assurance with Partial and Intermittent Resources Conference/E-Learning on Telecommunications Workshop (AICT/SAPIR/ELETE'05)

Lisbon, Portugal

July 17-July 22

ISBN: 0-7695-2388-9

	ASCII Text	x
	Radosław Rudek, Leszek Koszałka, Iwona Pozniak-Koszałka, "Introduction to Multi-Agent Modified Q-Learning Routing for Computer Networks," Advanced Industrial Conference on Telecommunications/Service Assurance with Partial and Intermittent Resources Conference/E-Learning on Telecommunications Workshop, pp. 408-413, Advanced Industrial Conference on Telecommunications/Service Assurance with Partial and Intermittent Resources Conference/E-Learning on Telecommunications Workshop (AICT/SAPIR/ELETE'05), 2005.

	BibTex	x
	@article{ 10.1109/AICT.2005.53, author = {Radosław Rudek and Leszek Koszałka and Iwona Pozniak-Koszałka}, title = {Introduction to Multi-Agent Modified Q-Learning Routing for Computer Networks}, journal ={Advanced Industrial Conference on Telecommunications/Service Assurance with Partial and Intermittent Resources Conference/E-Learning on Telecommunications Workshop}, volume = {0}, year = {2005}, isbn = {0-7695-2388-9}, pages = {408-413}, doi = {http://doi.ieeecomputersociety.org/10.1109/AICT.2005.53}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Advanced Industrial Conference on Telecommunications/Service Assurance with Partial and Intermittent Resources Conference/E-Learning on Telecommunications Workshop TI - Introduction to Multi-Agent Modified Q-Learning Routing for Computer Networks SN - 0-7695-2388-9 SP408 EP413 A1 - Radosław Rudek, A1 - Leszek Koszałka, A1 - Iwona Pozniak-Koszałka, PY - 2005 KW - null VL - 0 JA - Advanced Industrial Conference on Telecommunications/Service Assurance with Partial and Intermittent Resources Conference/E-Learning on Telecommunications Workshop ER -

Radosław Rudek, Wrocław University of Technology

Leszek Koszałka, Wrocław University of Technology

Iwona Pozniak-Koszałka, Wrocław University of Technology

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/AICT.2005.53

Routing is an important issue in designing modern communication environments as well as in working of distributed systems. This paper concerns a concept of using Reinforcement Learning in the case of routing in computer networks. For this problem we propose a multi-agent approach called Modified Q-learning Routing. The proposed idea is compared with actually working solutions: distance-vector and deterministic routing. The properties and some experiments are presented, and it is shown that the proposed algorithm achieves better results than its opponents.

Citation:

Radosław Rudek, Leszek Koszałka, Iwona Pozniak-Koszałka, "Introduction to Multi-Agent Modified Q-Learning Routing for Computer Networks," aict-sapir-elete, pp.408-413, Advanced Industrial Conference on Telecommunications/Service Assurance with Partial and Intermittent Resources Conference/E-Learning on Telecommunications Workshop (AICT/SAPIR/ELETE'05), 2005

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