@article{klein2012structured_RIA,
author = {Edouard Klein and Bilal PIOT and Matthieu Geist and Olivier Pietquin},
date-added = {2013-10-18 20:37:11 +0000},
date-modified = {2013-10-18 20:56:42 +0000},
journal = {Revue d'Intelligence Artificielle},
month = {Mai},
title = {{Classification structur\'ee pour l'apprentissage par renforcement inverse}},
url = {http://rdklein.fr/papers/klein2012structured_RIA.pdf},
year = {2013}
}
@conference{klein2013cascading2,
author = {Edouard Klein and Bilal PIOT and Matthieu Geist and Olivier Pietquin},
booktitle = {{Journ\'ees Francophones de Planification, D\'ecision et Apprentissage (JFPDA)}},
date-added = {2013-10-18 20:34:31 +0000},
date-modified = {2013-10-18 20:57:38 +0000},
title = {{Apprentissage par renforcement inverse en cascadant classification et r\'egression}},
url = {http://rdklein.fr/papers/klein2013cascading2.pdf},
year = {2013}
}
@inproceedings{klein2013cascading,
address = {Prague (Czech Republic)},
author = {Edouard Klein and Bilal PIOT and Matthieu Geist and Olivier Pietquin},
booktitle = {{Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2013)}},
date-added = {2013-10-18 20:34:22 +0000},
date-modified = {2013-10-18 20:57:28 +0000},
month = {September},
title = {{A cascaded supervised learning approach to inverse reinforcement learning}},
url = {http://rdklein.fr/papers/klein2013cascading.pdf},
year = {2013}
}
@techreport{geist2013cascading,
author = {Matthieu Geist and Edouard Klein and Yann Guermeur and Olivier Pietquin},
date-added = {2013-10-18 20:32:04 +0000},
date-modified = {2013-10-18 20:32:04 +0000},
title = {Cascading and Merging Supervised Learning for Inverse Reinforcement Learning},
year = {2013}
}
@conference{geist2013around,
author = {Matthieu Geist and Edouard Klein and Bilal Piot and Yann Guermeur and Olivier Pietquin},
booktitle = {Reinforcement Learning and Decision Making Meetings},
date-added = {2013-10-18 20:31:57 +0000},
date-modified = {2013-10-18 20:31:57 +0000},
title = {Around inverse reinforcement learning and score-based classification},
year = {2013}
}
@techreport{bougrain2012inverse,
author = {Laurent Bougrain and Matthieu Duvinage and Edouard Klein},
date-added = {2013-10-18 19:56:47 +0000},
date-modified = {2013-10-18 20:31:41 +0000},
institution = {eNTERFACE Summer Workshop},
title = {Inverse reinforcement learning to control a robotic arm using a Brain-Computer Interface},
url = {http://rdklein.fr/papers/eNTERFACE12-Proceedings.pdf},
year = {2012}
}
@article{klein2013structured_RIA,
author = {Edouard Klein and Bilal PIOT and Matthieu Geist and Olivier Pietquin},
journal = {Revue d'Intelligence Artificielle},
title = {{Classification structur\'ee pour l'apprentissage par renforcement inverse}},
year = {2013}
}
@inproceedings{klein2012structured,
address = {Lake Tahoe (NV, USA)},
author = {Edouard Klein and Matthieu Geist and Bilal PIOT and Olivier Pietquin},
booktitle = {{Advances in Neural Information Processing Systems (NIPS 2012)}},
month = {December},
title = {{Inverse Reinforcement Learning through Structured Classification}},
url = {http://rdklein.fr/papers/klein2012stuctured.pdf},
year = {2012}
}
@inproceedings{klein2012classification,
address = {Nancy, France},
author = {Edouard Klein and Bilal PIOT and Matthieu Geist and Olivier Pietquin},
booktitle = {{Actes de la Conf\'erence Francophone sur l'Apprentissage Automatique (Cap 2012)}},
note = {to appear},
title = {{Classification structur\'ee pour l'apprentissage par renforcement inverse}},
url = {http://rdklein.fr/papers/klein2012stuctured_RIA.pdf},
year = {2012}
}
@inproceedings{klein2012structured_EWRL,
address = {Edinburgh (UK)},
author = {Edouard Klein and Bilal PIOT and Matthieu Geist and Olivier Pietquin},
booktitle = {{European inproceedings on Reinforcement Learning (EWRL 2012)}},
month = {June},
title = {{Structured Classification for Inverse Reinforcement Learning}},
url = {http://rdklein.fr/papers/klein2012structured_EWRL.pdf},
year = {2012}
}
@inproceedings{klein2011reducing,
address = {Honolulu (USA)},
author = {Edouard Klein and Matthieu Geist and Olivier Pietquin},
booktitle = {{Proceedings of the IEEE inproceedings on Machine Learning Algorithms, Systems and Applications (MLASA 2011)}},
month = {December},
pages = {4 pages},
title = {{Reducing the dimentionality of the reward space in the Inverse Reinforcement Learning problem}},
url = {http://rdklein.fr/papers/klein2011reducing.pdf},
year = {2011}
}
@inproceedings{klein2011batch,
address = {Athens (Greece)},
author = {Edouard Klein and Matthieu Geist and Olivier Pietquin},
booktitle = {{Proceedings of the European inproceedings on Reinforcement Learning (EWRL 2011)}},
month = {september},
pages = {12 pages},
publisher = {Springer Verlag - Heidelberg Berlin},
series = {Lecture Notes in Computer Science (LNCS)},
title = {{Batch, Off-policy and Model-free Apprenticeship Learning}},
url = {http://rdklein.fr/papers/klein2011batch.pdf},
year = {2011}
}
@inproceedings{klein2011apprentissage,
address = {Rouen (France)},
author = {Edouard Klein and Matthieu Geist and Olivier Pietquin},
booktitle = {{Sixi\`emes Journ\'ees Francophones de Planification, D\'ecision et Apprentissage pour la conduite de syst\`emes (JFPDA 2011)}},
month = {June},
pages = {9 pages},
title = {{Apprentissage par imitation \'etendu au cas batch, off-policy et sans mod\`ele}},
url = {http://rdklein.fr/papers/klein2011apprentissage.pdf},
year = {2011}
}
@inproceedings{klein2011batch_IJCAI,
address = {Barcelona (Spain)},
author = {Edouard Klein and Matthieu Geist and Olivier Pietquin},
booktitle = {{IJCAI inproceedings on Agents Learning Interactively from Human Teachers (ALIHT 2011)}},
month = {July},
note = {6 pages},
title = {{Batch, Off-policy and Model-Free Apprenticeship Learning}},
url = {http://rdklein.fr/papers/klein2011batch_IJCAI.pdf},
year = {2011}
}
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