Raphaël Fonteneau

Publication Activity (10 Years)

Years Active: 2009-2018
Publications (10 Years): 4

Top Topics

Markov Decision Process

Reinforcement Learning

Approximate Dynamic Programming

Top Venues

Publications

David Radu, Mathias Berger, Raphaël Fonteneau, Simon Hardy, Xavier Fettweis, Marc Le Du, Patrick Panciatici, Lucian Balea, Damien Ernst
Complementarity Assessment of South Greenland Katabatic Flows and West Europe Wind Regimes. CoRR (2018)
Michael Castronovo, Vincent François-Lavet, Raphaël Fonteneau, Damien Ernst, Adrien Couëtoux
Approximate Bayes Optimal Policy Search using Neural Networks. ICAART (2) (2017)
D. Taralla, Z. Qiu, Antonio Sutera, Raphaël Fonteneau, Damien Ernst
Decision Making from Confidence Measurement on the Reward Growth using Supervised Learning - A Study Intended for Large-scale Video Games. ICAART (2) (2016)
Quentin Gemine, Bertrand Cornélusse, Mevludin Glavic, Raphaël Fonteneau, Damien Ernst
A Gaussian mixture approach to model stochastic processes in power systems. PSCC (2016)
Samy Aittahar, Vincent François-Lavet, Stefan Lodeweyckx, Damien Ernst, Raphaël Fonteneau
Imitative Learning for Online Planning in Microgrids. DARE (2015)
Michael Castronovo, Damien Ernst, Adrien Couëtoux, Raphaël Fonteneau
Benchmarking for Bayesian Reinforcement Learning. CoRR (2015)
Firas Safadi, Raphaël Fonteneau, Damien Ernst
Artificial Intelligence in Video Games: Towards a Unified Framework. Int. J. Comput. Games Technol. 2015 (2015)
Vincent François-Lavet, Raphaël Fonteneau, Damien Ernst
How to Discount Deep Reinforcement Learning: Towards New Dynamic Strategies. CoRR (2015)
Vincent François-Lavet, Raphaël Fonteneau, Damien Ernst
Using approximate dynamic programming for estimating the revenues of a hydrogen-based high-capacity storage device. ADPRL (2014)
Raphaël Fonteneau, Lucian Busoniu, Rémi Munos
Optimistic planning for belief-augmented Markov Decision Processes. ADPRL (2013)
Gunnar Kedenburg, Raphaël Fonteneau, Rémi Munos
Aggregating Optimistic Planning Trees for Solving Markov Decision Processes. NIPS (2013)
Raphaël Fonteneau, Susan A. Murphy, Louis Wehenkel, Damien Ernst
Inferring bounds on the performance of a control policy from a sample of trajectories. ADPRL (2009)