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AAAI
2008
14 years 12 months ago
Economic Hierarchical Q-Learning
Hierarchical state decompositions address the curse-ofdimensionality in Q-learning methods for reinforcement learning (RL) but can suffer from suboptimality. In addressing this, w...
Erik G. Schultink, Ruggiero Cavallo, David C. Park...
MANSCI
2007
169views more  MANSCI 2007»
14 years 9 months ago
Performance Contracting in After-Sales Service Supply Chains
Performance-based contracting is reshaping service support supply chains in capital intensive industries such as aerospace and defense. Known as Power by the Hour in the private s...
Sang-Hyun Kim, Morris A. Cohen, Serguei Netessine
IDEAL
2004
Springer
15 years 2 months ago
The Application of K-Medoids and PAM to the Clustering of Rules
Abstract. Earlier research has resulted in the production of an ‘allrules’ algorithm for data-mining that produces all conjunctive rules of above given confidence and coverage...
Alan P. Reynolds, Graeme Richards, Victor J. Raywa...
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OSDI
2008
ACM
15 years 9 months ago
Everest: Scaling Down Peak Loads Through I/O Off-Loading
Bursts in data center workloads are a real problem for storage subsystems. Data volumes can experience peak I/O request rates that are over an order of magnitude higher than avera...
Dushyanth Narayanan, Austin Donnelly, Eno Thereska...
AAAI
2006
14 years 11 months ago
Corpus-based and Knowledge-based Measures of Text Semantic Similarity
This paper presents a method for measuring the semantic similarity of texts, using corpus-based and knowledge-based measures of similarity. Previous work on this problem has focus...
Rada Mihalcea, Courtney Corley, Carlo Strapparava