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» Learning the required number of agents for complex tasks
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IEAAIE
2004
Springer
14 years 1 months ago
The Cognitive Controller: A Hybrid, Deliberative/Reactive Control Architecture for Autonomous Robots
Abstract. The Cognitive Controller (CoCo) is a new, three-tiered control architecture for autonomous agents that combines reactive and deliberative components. A behaviour-based re...
Faisal Qureshi, Demetri Terzopoulos, Ross Gillett
CAEPIA
2003
Springer
14 years 1 months ago
Social Analysis of Multi-agent Systems with Activity Theory
The development of software systems is a complex task that requires support techniques to guide the process and solve inconsistencies in its . In the agent paradigm, the use of soc...
Rubén Fuentes, Jorge J. Gómez-Sanz, ...
ATAL
2008
Springer
13 years 10 months ago
Regulating air traffic flow with coupled agents
The ability to provide flexible, automated management of air traffic is critical to meeting the ever increasing needs of the next generation air transportation systems. This probl...
Adrian K. Agogino, Kagan Tumer
JMLR
2008
230views more  JMLR 2008»
13 years 7 months ago
Exponentiated Gradient Algorithms for Conditional Random Fields and Max-Margin Markov Networks
Log-linear and maximum-margin models are two commonly-used methods in supervised machine learning, and are frequently used in structured prediction problems. Efficient learning of...
Michael Collins, Amir Globerson, Terry Koo, Xavier...
BMCBI
2010
193views more  BMCBI 2010»
13 years 2 months ago
Mayday - integrative analytics for expression data
Background: DNA Microarrays have become the standard method for large scale analyses of gene expression and epigenomics. The increasing complexity and inherent noisiness of the ge...
Florian Battke, Stephan Symons, Kay Nieselt