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KBS
2002
98views more  KBS 2002»
8 years 10 months ago
Integrating AI planning techniques with workflow management system
There is a variety of applications that can benefit from the ability to find optimal or good solutions to a proposed problem automatically. The Artificial Intelligent (AI) communi...
María Dolores Rodríguez-Moreno, Paul...
CORR
2002
Springer
93views Education» more  CORR 2002»
8 years 10 months ago
Modeling Complex Domains of Actions and Change
This paper studies the problem of modeling complex domains of actions and change within highlevel action description languages. We investigate two main issues of concern: (a) can ...
Antonis C. Kakas, Loizos Michael
AAMAS
2004
Springer
8 years 10 months ago
Challenges and Research Directions in Agent-Oriented Software Engineering
Abstract. Agent-based computing is a promising approach for developing applications in complex domains. However, despite the great deal of research in the area, a number of challen...
Franco Zambonelli, Andrea Omicini
UAI
1997
8 years 11 months ago
Object-Oriented Bayesian Networks
Bayesian networks provide a modeling language and associated inference algorithm for stochastic domains. They have been successfully applied in a variety of medium-scale applicati...
Daphne Koller, Avi Pfeffer
KR
2004
Springer
9 years 3 months ago
Learning Probabilistic Relational Planning Rules
To learn to behave in highly complex domains, agents must represent and learn compact models of the world dynamics. In this paper, we present an algorithm for learning probabilist...
Hanna Pasula, Luke S. Zettlemoyer, Leslie Pack Kae...
ICCBR
2005
Springer
9 years 4 months ago
On the Effectiveness of Automatic Case Elicitation in a More Complex Domain
Automatic case elicitation (ACE) is a learning technique in which a case-based reasoning system acquires knowledge automatically from scratch through repeated real-time trial and e...
Siva N. Kommuri, Jay H. Powell, John D. Hastings
CHI
2010
ACM
9 years 5 months ago
Understanding usability practices in complex domains
Although usability methods are widely used for evaluating conventional graphical user interfaces and websites, there is a growing concern that current approaches are inadequate fo...
Parmit K. Chilana, Jacob O. Wobbrock, Andrew J. Ko
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