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» Monotone Approximation of Decision Problems
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DAC
2010
ACM
15 years 1 months ago
Towards scalable system-level reliability analysis
State-of-the-art automatic reliability analyses as used in system-level design approaches mainly rely on Binary Decision Diagrams (BDDs) and, thus, face two serious problems: (1) ...
Michael Glaß, Martin Lukasiewycz, Christian ...
AAAI
2007
14 years 12 months ago
Partial Revelation Automated Mechanism Design
In most mechanism design settings, optimal general-purpose mechanisms are not known. Thus the automated design of mechanisms tailored to specific instances of a decision scenario...
Nathanael Hyafil, Craig Boutilier
WSC
2008
14 years 12 months ago
How to build valid and credible simulation models
In this tutorial we present techniques for building valid and credible simulation models. Ideas to be discussed include the importance of a definitive problem formulation, discuss...
Averill M. Law
AAAI
2010
14 years 11 months ago
Symbolic Dynamic Programming for First-order POMDPs
Partially-observable Markov decision processes (POMDPs) provide a powerful model for sequential decision-making problems with partially-observed state and are known to have (appro...
Scott Sanner, Kristian Kersting
ESANN
2004
14 years 11 months ago
Neural dynamics for task-oriented grouping of communicating agents
Abstract. Many real world problems are given in the form of multiple measurements comprising local descriptions or tasks. We propose that a dynamical organization of a population o...
Jochen J. Steil