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IJCAI
1993
15 years 5 months ago
Fuzzy Causal Simulation in Process Engineering
: This paper presents a causal simulation method for incompletely known dynamic systems in process engineering. The causal model of a process is represented as both a causal networ...
Kouamana Bousson, Louise Travé-Massuy&egrav...
ARTMED
2000
105views more  ARTMED 2000»
15 years 3 months ago
Planning treatment of ischemic heart disease with partially observable Markov decision processes
Diagnosis of a disease and its treatment are not separate, one-shot activities. Instead, they are very often dependent and interleaved over time. This is mostly due to uncertainty...
Milos Hauskrecht, Hamish S. F. Fraser
124
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ICML
2003
IEEE
16 years 4 months ago
Bayes Meets Bellman: The Gaussian Process Approach to Temporal Difference Learning
We present a novel Bayesian approach to the problem of value function estimation in continuous state spaces. We define a probabilistic generative model for the value function by i...
Yaakov Engel, Shie Mannor, Ron Meir
EMSOFT
2004
Springer
15 years 9 months ago
Multiple process execution in cache related preemption delay analysis
Cache prediction for preemptive scheduling is an open issue despite its practical importance. First analysis approaches use simplified models for cache behavior or they assume si...
Jan Staschulat, Rolf Ernst
GI
2009
Springer
15 years 8 months ago
Constraint Checking for Business Process Management
: Compliance management tackles issues related to both modelling and enforcement of business constraints in enterprises. In the context of business process management, we propose a...
Wolfgang Runte, Marwane El Kharbili