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BayesiaLab

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Knowledge Modeling
Bayesian Network Learning
Evaluation
Analysis
Exploitation
Action Policy Learning
Application examples
Tutorial
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Represent, evaluate and learn your action policies

BayesiaLab completes the decision aid brought by Bayesian networks thanks to:

Decision Nodes for the representation of your actions

Quality tables associated to the actions to describe the policies

Utility Nodes for the valuation of the states

Reinforcement learning algorithms for the automatic learning of policies that optimize the sum of the expected Utilities, for static as well as dynamic Bayesian networks, and for exact as well as approximate inference

Bayesian Network: Action Policy Learning

Dynamic Bayesian Network: Action Policy Learning

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