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cs.AI2019
Compiling Stochastic Constraint Programs to And-Or Decision Diagrams
Behrouz Babaki, Golnoosh Farnadi, Gilles Pesant
Factored stochastic constraint programming (FSCP) is a formalism to represent multi-stage decision making problems under uncertainty. FSCP models support factorized probabilistic m…
cs.AI2018
Stochastic Constraint Optimization using Propagation on Ordered Binary Decision Diagrams
Anna L. D. Latour, Behrouz Babaki, Siegfried Nijssen
A number of problems in relational Artificial Intelligence can be viewed as Stochastic Constraint Optimization Problems (SCOPs). These are constraint optimization problems that inv…