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» The Guarding Problem - Complexity and Approximation
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EMO
2009
Springer
174views Optimization» more  EMO 2009»
15 years 10 months ago
Constraint Programming
To model combinatorial decision problems involving uncertainty and probability, we introduce stochastic constraint programming. Stochastic constraint programs contain both decision...
Pascal Van Hentenryck
IDA
2009
Springer
15 years 10 months ago
Bayesian Non-negative Matrix Factorization
Abstract. We present a Bayesian treatment of non-negative matrix factorization (NMF), based on a normal likelihood and exponential priors, and derive an efficient Gibbs sampler to ...
Mikkel N. Schmidt, Ole Winther, Lars Kai Hansen
121
Voted
CDC
2008
IEEE
117views Control Systems» more  CDC 2008»
15 years 10 months ago
Motion planning for nonlinear systems using hybridizations and robust controllers on simplices
— In this paper, we consider a motion planning problem for a class of constrained nonlinear systems. In each simplex of a triangulation of the set of states, the nonlinear dynami...
Antoine Girard, Samuel Martin
130
Voted
COMPSAC
2008
IEEE
15 years 10 months ago
Constraint Reasoning in Path-Oriented Random Testing
Path-oriented Random Testing (PRT) aims at generating a uniformly spread out sequence of random test data that activate a single control flow path within an imperative program. T...
Arnaud Gotlieb, Matthieu Petit
IAT
2008
IEEE
15 years 10 months ago
Formalizing Multi-state Learning Dynamics
This paper extends the link between evolutionary game theory and multi-agent reinforcement learning to multistate games. In previous work, we introduced piecewise replicator dynam...
Daniel Hennes, Karl Tuyls, Matthias Rauterberg