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MALIS's publications
1 - [2] - 5 - 10 - 15
last years

- 2017 -

Conference Proceedings :

D.. SINGH, E. MERDIVAN, I.. PSYCHOULA, S.. HANKE, J.. KROPF, M. GEIST, A. HOLZINGER, "Human Activity Recognition using Recurrent Neural Networks". In Cross Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), 2017. BibTex
A. MANUKYAN, M.A.. OLIVARES-MENDEZ, H. VOOS, M. GEIST, "Real time degradation identification of UAV using machine learning techniques". In International Conference on Unmanned Aircraft Systems (ICUAS'17), 2017. BibTex

Workshops :

M. GEIST, B. PIOT, O. PIETQUIN, "Faut-il minimiser le résidu de Bellman ou maximiser la valeur moyenne ?". In Journées Francophones sur la Planification, la Décision et l\'Apprentissage pour la conduite de systèmes (JFPDA), 2017. BibTex

- 2016 -

Regular Papers :

B. PIOT, M. GEIST, O. PIETQUIN, "Bridging the Gap between Imitation Learning and Inverse Reinforcement Learning". In IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2016. BibTex

Conference Proceedings :

B. PIOT, M. GEIST, O. PIETQUIN, "Batch Policy Iteration Algorithms for Continuous Domains". In European Workshop on Reinforcement Learning (EWRL), 2016. BibTex
J. PÉROLAT, B. PIOT, M. GEIST, B. SCHERRER, O. PIETQUIN, "Softened Approximate Policy Iteration for Markov Games". In International Conference on Machine Learning (ICML), 2016. BibTex
L. EL ASRI, B. PIOT, M. GEIST, R. LAROCHE, O. PIETQUIN, "Score-based Inverse Reinforcement Learning". In International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2016), 2016. BibTex

Thesis :

M. GEIST, "Contrle optimal et apprentissage automatique, applications aux interactions homme-machine", Habilitation Diriger des Recherches, PhD Thesis, Universit de Lille 1, 2016. BibTex

Miscellaneous :

M. GEIST, B. PIOT, O. PIETQUIN, "Should one minimize the expected Bellman residual or maximize the mean value?", arxiv, 2016. BibTex
B. PIOT, M. GEIST, O. PIETQUIN, "Difference of Convex Functions Programming Applied to Control with Expert Data", arxiv, 2016. BibTex