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» Making decisions based on the preferences of multiple agents
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ATAL
2010
Springer
13 years 10 months ago
Asynchronous algorithms for approximate distributed constraint optimization with quality bounds
Distributed Constraint Optimization (DCOP) is a popular framework for cooperative multi-agent decision making. DCOP is NPhard, so an important line of work focuses on developing f...
Christopher Kiekintveld, Zhengyu Yin, Atul Kumar, ...
OOPSLA
2005
Springer
14 years 2 months ago
Refactoring support for class library migration
As object-oriented class libraries evolve, classes are occasionally deprecated in favor of others with roughly the same functionality. In Java’s standard libraries, for example,...
Ittai Balaban, Frank Tip, Robert M. Fuhrer
FOIKS
2004
Springer
14 years 2 months ago
Implementing Ordered Choice Logic Programming using Answer Set Solvers
Abstract. Ordered Choice Logic Programming (OCLP) allows for dynamic preference-based decision-making with multiple alternatives without the need for any form of negation. This com...
Marina De Vos
ATAL
2007
Springer
14 years 25 days ago
Confidence-based policy learning from demonstration using Gaussian mixture models
We contribute an approach for interactive policy learning through expert demonstration that allows an agent to actively request and effectively represent demonstration examples. I...
Sonia Chernova, Manuela M. Veloso
ATAL
2006
Springer
14 years 17 days ago
Efficient agent-based cluster ensembles
Numerous domains ranging from distributed data acquisition to knowledge reuse need to solve the cluster ensemble problem of combining multiple clusterings into a single unified cl...
Adrian K. Agogino, Kagan Tumer