Meta-Level Reasoning in Deliberative Agents

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2004 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT'04)

Beijing, China

September 20-September 24

ISBN: 0-7695-2101-0

	ASCII Text	x
	Anita Raja, Victor Lesser, "Meta-Level Reasoning in Deliberative Agents," Intelligent Agent Technology, IEEE / WIC / ACM International Conference on, pp. 141-147, 2004 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT'04), 2004.

	BibTex	x
	@article{ 10.1109/IAT.2004.1342936, author = {Anita Raja and Victor Lesser}, title = {Meta-Level Reasoning in Deliberative Agents}, journal ={Intelligent Agent Technology, IEEE / WIC / ACM International Conference on}, volume = {0}, year = {2004}, isbn = {0-7695-2101-0}, pages = {141-147}, doi = {http://doi.ieeecomputersociety.org/10.1109/IAT.2004.1342936}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Intelligent Agent Technology, IEEE / WIC / ACM International Conference on TI - Meta-Level Reasoning in Deliberative Agents SN - 0-7695-2101-0 SP141 EP147 A1 - Anita Raja, A1 - Victor Lesser, PY - 2004 KW - null VL - 0 JA - Intelligent Agent Technology, IEEE / WIC / ACM International Conference on ER -

Anita Raja, The University of North Carolina at Charlotte

Victor Lesser, University of Massachusetts Amherst

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/IAT.2004.1342936

Deliberative agents operating in open environments must make complex real-time decisions on scheduling and coordination of domain activities. These decisions are made in the context of limited resources and uncertainty about the outcomes of activities. We describe a reinforcement learning based approach for efficient meta-level reasoning. Empirical results showing the effectiveness of meta-level reasoning in a complex domain are provided.

Citation:

Anita Raja, Victor Lesser, "Meta-Level Reasoning in Deliberative Agents," iat, pp.141-147, 2004 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT'04), 2004

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