Contributions to Batch Mode Reinforcement Learning

Contributions to Batch Mode Reinforcement Learning

This dissertation presents various research contributions published during these four years of PhD in the field of batch mode reinforcement learning, which studies optimal control problems for which the only information available on the system dynamics and the reward function is gathered in a set of...

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Bibliographic Details
Main Author: Fonteneau, Raphaël
Other Authors: Sebag, Michele
Format: Others
Published: Universite de Liege 2011
Subjects:
reinforcement learning/apprentissage par renforcement
artificial intelligence/intelligence artificielle
optimal control/controle optimal
machine learning/apprentissage automatique
Online Access:http://bictel.ulg.ac.be/ETD-db/collection/available/ULgetd-02152011-101110/

Internet

http://bictel.ulg.ac.be/ETD-db/collection/available/ULgetd-02152011-101110/

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