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Optimized Look-Ahead Tree Policies: A Bridge Between Look-Ahead Tree Policies and Direct Policy Search

, , , and . CoRR, (2012)

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XML Structure Mapping., , and . INEX, volume 4518 of Lecture Notes in Computer Science, page 540-551. Springer, (2006)Optimized Look-ahead Tree Search Policies., , and . EWRL, volume 7188 of Lecture Notes in Computer Science, page 189-200. Springer, (2011)Applications of Reinforcement Learning to Structured Prediction., , and . EWRL, volume 5323 of Lecture Notes in Computer Science, page 205-219. Springer, (2008)Learning Exploration/Exploitation Strategies for Single Trajectory Reinforcement Learning., , , and . EWRL, volume 24 of JMLR Proceedings, page 1-10. JMLR.org, (2012)Policy Search in a Space of Simple Closed-form Formulas: Towards Interpretability of Reinforcement Learning., , , and . Discovery Science, volume 7569 of Lecture Notes in Computer Science, page 37-51. Springer, (2012)Apprentissage de conversion de documents semi-structurés à partir d'exemples., , and . CORIA, page 181-196. Université de Renne 1, (2008)Modèle probabiliste pour l'extraction de structures dans les documents semistructurés - Application aux documents Web., , , and . CORIA, page 169-180. Université de Lyon, (2006)Learning to Play K-armed Bandit Problems., , and . ICAART (1), page 74-81. SciTePress, (2012)Structured prediction with reinforcement learning., , and . Machine Learning, 77 (2-3): 271-301 (2009)Nieme: Large-Scale Energy-Based Models.. J. Mach. Learn. Res., (2009)