Training parsers by inverse reinforcement learning

DOI10.1007/s10994-009-5110-1zbMath1470.68150OpenAlexW2119785746MaRDI QIDQ1959536

Csaba Szepesvári, Gergely Neu

Publication date: 7 October 2010

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10994-009-5110-1

zbMATH Keywords

reinforcement learningparsinginverse reinforcement learningdiscriminative parser trainingparser trainingparsing as behaviorPCFG

Mathematics Subject Classification ID

Inference from stochastic processes and prediction (62M20) Learning and adaptive systems in artificial intelligence (68T05) Natural language processing (68T50)

Related Items (3)

Model-free inverse reinforcement learning with multi-intention, unlabeled, and overlapping demonstrations ⋮ A survey of inverse reinforcement learning: challenges, methods and progress ⋮ Inverse optimization for assessing emerging technologies in breast cancer screening

Uses Software

• Penn Treebank
• Pegasos

Cites Work

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• Pegasos: primal estimated sub-gradient solver for SVM
• Large margin classification using the perceptron algorithm
• Information Theory and Statistical Mechanics
• Bayes Smoothing Algorithms for Segmentation of Binary Images Modeled by Markov Random Fields
• Linear Matrix Inequalities in System and Control Theory
• Prediction, Learning, and Games

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