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IJCAI
2001
13 years 8 months ago
Solving Factored MDPs via Non-Homogeneous Partitioning
This paper describes an algorithm for solving large state-space MDPs (represented as factored MDPs) using search by successive refinement in the space of non-homogeneous partition...
Kee-Eung Kim, Thomas Dean
IJCAI
2001
13 years 8 months ago
Temporal Constraint Reasoning With Preferences
Lina Khatib, Paul H. Morris, Robert A. Morris, Fra...
IJCAI
2001
13 years 8 months ago
Balance and Filtering in Structured Satisfiable Problems
New methods to generate hard random problem instances have driven progress on algorithms for deduction and constraint satisfaction. Recently Achlioptas et al. (AAAI 2000) introduc...
Henry A. Kautz, Yongshao Ruan, Dimitris Achlioptas...
IJCAI
2001
13 years 8 months ago
Qualitative Simulation of Genetic Regulatory Networks: Method and Application
Computer modeling and simulation are indispensable for understanding the functioning of an organism on a molecular level. We present an implemented method for the qualitative simu...
Hidde de Jong, Michel Page, Céline Hernande...
IJCAI
2001
13 years 8 months ago
Title Generation for Machine-Translated Documents
In this paper, we present and compare automatically generated titles for machine-translated documents using several different statistics-based methods. A Na
Rong Jin, Alexander G. Hauptmann
IJCAI
2001
13 years 8 months ago
Using Case-Base Data to Learn Adaptation Knowledge for Design
One advantage of Case-Based Reasoning (CBR) is the relative ease of constructing and maintaining CBR systems, especially as a number of commercial CBR tools are available. However...
Jacek Jarmulak, Susan Craw, Ray Rowe
IJCAI
2001
13 years 8 months ago
A Constraint Satisfaction Approach to Parametric Differential Equations
Parametric ordinary differential equations arise in many areas of science and engineering. Since some of the data is uncertain and given by intervals, traditional numerical method...
Micha Janssen, Pascal Van Hentenryck, Yves Deville
IJCAI
2001
13 years 8 months ago
Leveraging Data About Users in General in the Learning of Individual User Models
Models of computer users that are learned on the basis of data can make use of two types of information: data about users in general and data about the current individual user. Fo...
Anthony Jameson, Frank Wittig
IJCAI
2001
13 years 8 months ago
Constraints as Data: A New Perspective on Inferring Probabilities
We present a new approach to inferring a probability distribution which is incompletely specified by a number of linear constraints. We argue that the currently most popular appro...
Manfred Jaeger
IJCAI
2001
13 years 8 months ago
An Agent Architecture for Multi-Attribute Negotiation
A component-based generic agent architecture for multi-attribute (integrative) negotiation is introduced and its application is described in a prototype system for negotiation abo...
Catholijn M. Jonker, Jan Treur