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» Information Retrieval and Artificial Intelligence
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ATAL
2008
Springer
15 years 8 months ago
Efficient multi-agent reinforcement learning through automated supervision
Multi-Agent Reinforcement Learning (MARL) algorithms suffer from slow convergence and even divergence, especially in large-scale systems. In this work, we develop a supervision fr...
Chongjie Zhang, Sherief Abdallah, Victor R. Lesser
ATAL
2009
Springer
16 years 1 months ago
Analyzing the performance of randomized information sharing
In large, collaborative, heterogeneous teams, team members often collect information that is useful to other members of the team. Recognizing the utility of such information and d...
Prasanna Velagapudi, Oleg A. Prokopyev, Katia P. S...
ATAL
2009
Springer
15 years 11 months ago
Dynamic information source selection for intrusion detection systems
Our work presents a mechanism designed for the selection of the optimal information provider in a multi-agent, heterogeneous and unsupervised monitoring system. The selfadaptation...
Martin Rehák, Eugen Staab, Michal Pechoucek...
ESANN
2007
15 years 8 months ago
Three-dimensional self-organizing dynamical systems for discrete structures memorizing and retrieval
The synthesis concept for dynamical system with the memory of multiple states defined with the quaternion algebra usage is considered. The system memorizes numerous configurations ...
Alexander Yudashkin
HICSS
1996
IEEE
136views Biometrics» more  HICSS 1996»
15 years 10 months ago
Applications of Multilingual Text Retrieval
The recent enormous increase in the use of networked information access and on-line databases has led to more databases being available in languages other than English. The Center...
W. Bruce Croft, John Broglio, Hideo Fujii