References of "Murphy, Susan A"
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See detailEstimation Monte Carlo sans modèle de politiques de décision
Fonteneau, Raphaël ULg; Murphy, Susan A.; Wehenkel, Louis ULg et al

in Revue d'Intelligence Artificielle [=RIA] (2011), 25

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See detailApprentissage actif par modification de la politique de décision courante
Fonteneau, Raphaël ULg; Murphy, Susan A.; Wehenkel, Louis ULg et al

in Sixièmes Journées Francophones de Planification, Décision et Apprentissage pour la conduite de systèmes (JFPDA 2011) (2011, June)

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See detailComputing bounds for kernel-based policy evaluation in reinforcement learning
Fonteneau, Raphaël ULg; Murphy, Susan A.; Wehenkel, Louis ULg et al

Report (2010)

This technical report proposes an approach for computing bounds on the finite-time return of a policy using kernel-based approximators from a sample of trajectories in a continuous state space and ... [more ▼]

This technical report proposes an approach for computing bounds on the finite-time return of a policy using kernel-based approximators from a sample of trajectories in a continuous state space and deterministic framework. [less ▲]

Detailed reference viewed: 9 (3 ULg)