Contact

Dr. Abdeslam Boularias

Adresse: Spemannstr. 38
72076 Tübingen
Raum Nummer: 204
Fax: 07071 601 552

 

Bild von Boularias, Abdeslam, Dr.

Abdeslam Boularias

Position: Wissenschaftler  Abteilung: 

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Artikel (1):

Muelling K, Boularias A, Mohler B, Schölkopf B und Peters J (Oktober-2014) Learning strategies in table tennis using inverse reinforcement learning Biological Cybernetics 108(5) 603-619.

Beiträge zu Tagungsbänden (14):

Mülling K, Boularias A, Mohler B, Schölkopf B und Peters J (September-27-2013) Inverse Reinforcement Learning for Strategy Extraction, ECML PKDD 2013 Workshop on Machine Learning and Data Mining for Sports Analytics (MLSA 2013), 1-9.
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Boularias A, Kroemer O und Peters J (September-2011) Learning robot grasping from 3-D images with Markov Random Fields, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2011), IEEE, Piscataway, NJ, USA, 1548-1553.
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Wang Z, Boularias A, Mülling K und Peters J (August-2011) Balancing Safety and Exploitability in Opponent Modeling, Twenty-Fifth AAAI Conference on Artificial Intelligence (AAAI 2011), AAAI Press, Menlo Park, CA, USA, 1515-1520.
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Boularias A und Chaib-Draa B (Juni-2011) Bootstrapping Apprenticeship Learning In: Advances in Neural Information Processing Systems 23, , Twenty-Fourth Annual Conference on Neural Information Processing Systems (NIPS 2010), Curran, Red Hook, NY, USA, 289-297.
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Boularias A, Kober J und Peters J (April-2011) Relative Entropy Inverse Reinforcement Learning, 14th International Conference on Artificial Intelligence and Statistics (AISTATS 2011), International Machine Learning Society, Madison, WI, USA, 182-189, Series: JMLR Workshop and Conference Proceedings ; 15.
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Boularias A und Chaib-Draa B (Mai-2010) Apprenticeship learning via soft local homomorphisms, 2010 IEEE International Conference on Robotics and Automation (ICRA 2010), IEEE, Piscataway, NJ, USA, 2971-2976.
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Boularias A und Chaib-Draa B (Juni-2009) Predictive Representations for Policy Gradient in POMDPs, 26th International Conference on Machine Learning (ICML 2009), ACM Press, New York, NY, USA, 65-72.
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Boularias A (Dezember-2008) A Predictive Model for Imitation Learning in Partially Observable Environments, 7th International Conference on Machine Learning and Applications (ICMLA 2008), IEEE, Piscataway, NJ, USA, 83-90.
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Boularias A, Izadi M und Chaib-Draa B (Dezember-2008) Prediction-Directed Compression of POMDPs, 7th International Conference on Machine Learning and Applications (ICMLA 2008), IEEE, Piscataway, NJ, USA, 99-105.
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Boularias A und Chaib-Draa B (September-2008) Exact Dynamic Programming for Decentralized POMDPs with Lossless Policy Compression, Eighteenth International Conference on Automated Planning and Scheduling (ICAPS 2008), AAAI Press, Menlo Park, CA, USA, 20-27.
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Boularias A und Chaib-Draa B (September-2008) Planning in Decentralized POMDPs with Predictive Policy Representations, ICAPS 2008 Multiagent Planning Workshop (MASPLAN 2008), 1-7.
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Boularias A, Izadi M und Chaib-Draa B (Mai-2008) State Space Compression with Predictive Representations, 21st International Florida Artificial Intelligence Research Society Conference (Flairs 2008), AAAI Press, Menlo Park, CA, USA, 41-46.
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Boularias A und Chaib-Draa B (Juni-2007) Les Représentations Prédictives des États et des Politiques In: MFI 2007, , Quatrièmes Journées Francophones Modèles Formels de l‘Interaction, Actes des Quatrièmes Journées Francophones Modèles Formels de l‘Interaction (MFI 2007), 37-48.
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Burkov A, Boularias A und Chaib-Draa B (Mai-2007) Competition and Coordination in Stochastic Games In: Advances in Artificial Intelligence, , 20th Conference of the Canadian Society for Computational Studies of Intelligence (Canadian AI 2007), Springer, Berlin, Germany, 26-37, Series: Lecture Notes in Computer Science ; 4509.
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Poster (2):

Boularias A und Chaib-Draa B (Dezember-12-2009): Policy Transfer in Apprenticeship Learning, NIPS 2009 Workshop on Transfer Learning for Structured Data (TLSD-09), Whistler, BC, Canada.
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Boularias A und Chaib-Draa B (Dezember-2009): Learning Probabilistic Models via Bayesian Inverse Planning, NIPS 2009 Workshop on Probabilistic Approaches for Robotics and Control, Whistler, BC, Canada.
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Abschlussarbeiten (1):

Boularias A: Predictive Representations For Sequential Decision Making Under Uncertainty, Université Laval, Quebec, Canada, (Juli-2010). PhD thesis
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Last updated: Montag, 22.05.2017