Number of documents

9

Matthieu Geist


2017   

Journal articles1 document

  • Bilal Piot, Matthieu Geist, Olivier Pietquin. Bridging the Gap Between Imitation Learning and Inverse Reinforcement Learning. IEEE Transactions on Neural Networks and Learning Systems, IEEE, 2017, 28 (8), pp.1814 - 1826. ⟨10.1109/TNNLS.2016.2543000⟩. ⟨hal-01629654⟩

Conference papers5 documents

  • Matthieu Geist, Bilal Piot, Olivier Pietquin. Faut-il minimiser le résidu de Bellman ou maximiser la valeur moyenne ?. Journées Francophones sur la Planification, la Décision et l'Apprentissage pour la conduite de systèmes (JFPDA 2017), Jul 2017, Caen, France. ⟨hal-01576347⟩
  • Erinc Merdivan, Mohammad Loghmani, Matthieu Geist. Reconstruct & Crush Network. Advances in Neural Information Processing Systems, 2017, Long Beach, United States. ⟨hal-01629742⟩
  • Matthieu Geist, Bilal Piot, Olivier Pietquin. Is the Bellman residual a bad proxy?. NIPS 2017 - Advances in Neural Information Processing Systems, Dec 2017, Long Beach, United States. pp.1-13. ⟨hal-01629739⟩
  • Deepika Singh, Erinc Merdivan, Ismini Psychoula, Johannes Kropf, Sten Hanke, et al.. Human activity recognition using recurrent neural networks. 1st International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2017, Reggio, Italy. pp.267-274, ⟨10.1007/978-3-319-66808-6_18⟩. ⟨hal-01629704⟩
  • Anush Manukyan, Olivares-Mendez Miguel, Holger Voos, Matthieu Geist. Real time degradation identification of UAV using machine learning techniques. International Conference on Unmanned Aircraft Systems (ICUAS), 2017, Miami, United States. ⟨hal-01629680⟩

Book sections1 document

  • Deepika Singh, Erinc Merdivan, Sten Hanke, Johannes Kropf, Matthieu Geist, et al.. Convolutional and Recurrent Neural Networks for Activity Recognition in Smart Environment. A. Holzinger; R. Goebel; M. Ferri; V. Palade. Towards Integrative Machine Learning and Knowledge Extraction , 10344, springer, pp.194-205, 2017, Lecture Notes in Computer Science. ⟨hal-01629732⟩

Directions of work or proceedings1 document

  • Sandra Bringay, Catherine Garbay, Matthieu Geist, Tiago de Lima, Catherine Roussey, et al.. Conférence Nationale d'Intelligence Artificielle Année 2017. Association Française pour l'Intelligence Artificielle (AFIA). Jul 2017, Caen, France. 2017, ⟨https://afia.asso.fr/⟩. ⟨hal-02189761⟩

Preprints, Working Papers, ...1 document

  • Bilal Piot, Matthieu Geist, Olivier Pietquin. Difference of Convex Functions Programming Applied to Control with Expert Data. 2017. ⟨hal-01629653⟩