Publications

[1] Matthieu Zimmer and Stephane Doncieux. Bootstrapping q-learning for robotics from neuro-evolution results. IEEE Transactions on Cognitive and Developmental Systems, 2017.
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[2] Matthieu Zimmer, Yann Boniface, and Alain Dutech. Off-policy neural fitted actor-critic. In Deep Reinforcement Learning Workshop, NIPS 2016, 10 December 2016.
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[3] Matthieu Zimmer, Yann Boniface, and Alain Dutech. Toward a data efficient neural actor-critic. In European Workshop on Reinforcement Learning, 4 December 2016.
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[4] Matthieu Zimmer, Yann Boniface, and Alain Dutech. Vers des architectures acteur-critique neuronales efficaces en données. In Journées Francophones sur la Planification, la Décision et l’Apprentissage pour la conduite de systèmes, July 2016.
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[5] Matthieu Zimmer, Yann Boniface, and Alain Dutech. Neural fitted actor-critic. In ESANN – European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, April 2016.
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[6] Matthieu Zimmer, Paolo Viappiani, and Paul Weng. Teacher-student framework: a reinforcement learning approach. In AAMAS Workshop Autonomous Robots and Multirobot Systems, 2014.
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