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AAMAS
2010
Springer
15 years 3 months ago
Optimizing fixed-size stochastic controllers for POMDPs and decentralized POMDPs
POMDPs and their decentralized multiagent counterparts, DEC-POMDPs, offer a rich framework for sequential decision making under uncertainty. Their computational complexity, howeve...
Christopher Amato, Daniel S. Bernstein, Shlomo Zil...
ATAL
2003
Springer
15 years 8 months ago
A Catalog of Biologically-Inspired Primitives for Engineering Self-Organization
Abstract. The Amorphous Computing project is aimed at developing programming methodologies for systems composed of vast numbers of locallyinteracting, identically-programmed agents...
Radhika Nagpal
AAAI
2004
15 years 4 months ago
Loop Formulas for Circumscription
Clark's completion is a simple nonmonotonic formalism and a special case of several nonmonotonic logics. Recently there has been work on extending completion with "loop ...
Joohyung Lee, Fangzhen Lin
AAAI
2006
15 years 4 months ago
RankCut - A Domain Independent Forward Pruning Method for Games
Forward pruning, also known as selective search, is now employed in many strong game-playing programs. In this paper, we introduce RankCut
Yew Jin Lim, Wee Sun Lee
124
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AAAI
2000
15 years 4 months ago
A Demand-Driven Algorithm for Generating Minimal Models
The task of generating minimal models of a knowledge base is a significant computational problem in artificial intelligence. This task is at the computational heart of diagnosis s...
Rachel Ben-Eliyahu-Zohary