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But because the UN has become such a "factored in" component of the international order after 70 years, we are barely conscious of the continuing stabilising role it plays in setting the broad parameters for the conduct of international relations.
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Recent AI research has addressed this problem by representing the MDP in a factored form.
The best-fit constructional analyzer performs incremental unification grammar parsing, using a factored probabilistic model over syntax and semantics to guide interpretation.
To enable real-time control, we implement an action schedule using a table lookup and make use of a factored probability model to capture state semantics.
In this work, the IPCR method is extended to deal with measurement errors whose variances vary along both modes, by using a factored noise model.
A factored ADI scheme with lagged non-linearities is used to reduce the problem to the solution of scalar tridiagonal systems.
The displacement field of the system is presented in a factored matrix form, which is utilized to derive the element mass and stiffness matrices.
The lexicalized probabilistic parser implements a factored product model, with separate PCFG phrase structure and lexical dependency experts, whose preferences are combined by efficient exact inference, using an A* algorithm.
A factored time and strain dependent constitutive equation is then found in general to predict adequately the non-linear steady shear response.
A factored MDP (FMDP) is a concept that was first proposed by Boutilier et al. [6].
One practical implementation to achieve this is the use of a factored language model (FLM).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com