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ATAL
2007
Springer
15 years 7 months ago
A reinforcement learning based distributed search algorithm for hierarchical peer-to-peer information retrieval systems
The dominant existing routing strategies employed in peerto-peer(P2P) based information retrieval(IR) systems are similarity-based approaches. In these approaches, agents depend o...
Haizheng Zhang, Victor R. Lesser
DSS
2007
120views more  DSS 2007»
15 years 3 months ago
Could the use of a knowledge-based system lead to implicit learning?
The primary objective of a knowledge-based system (KBS) is to use stored knowledge to provide support for decision-making activities. Empirical studies identify improvements in de...
Solomon R. Antony, Radhika Santhanam
IPM
2006
171views more  IPM 2006»
15 years 3 months ago
Automatic extraction of bilingual word pairs using inductive chain learning in various languages
In this paper, we propose a new learning method for extracting bilingual word pairs from parallel corpora in various languages. In cross-language information retrieval, the system...
Hiroshi Echizen-ya, Kenji Araki, Yoshio Momouchi
GCC
2004
Springer
15 years 8 months ago
Agent-Oriented Formal Specification of Web Services
Web services (WS) provide a technology for integrating applications over the Internet. The components of a WS are active and persistent computational entities that have autonomous ...
Hong Zhu, Bin Zhou, XinJun Mao, Lijun Shan, David ...
ATAL
2006
Springer
15 years 6 months ago
Learning the required number of agents for complex tasks
Coordinating agents in a complex environment is a hard problem, but it can become even harder when certain characteristics of the tasks, like the required number of agents, are un...
Sébastien Paquet, Brahim Chaib-draa