default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDRaphaël Fonteneau
Person information
- affiliation: University of Liège, Montefiore Institute
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2020
[c19]Vincent François-Lavet, Guillaume Rabusseau, Joelle Pineau, Damien Ernst, Raphael Fonteneau:
On Overfitting and Asymptotic Bias in Batch Reinforcement Learning with Partial Observability (Extended Abstract). IJCAI 2020: 5055-5059- [i8]David Radu, Mathias Berger, Antoine Dubois, Raphael Fonteneau, Hrvoje Pandzic, Yury Dvorkin, Quentin Louveaux, Damien Ernst:
Assessing the Economic Value of Renewable Resource Complementarity for Power Systems: an ENTSO-E Study. CoRR abs/2011.07514 (2020)
2010 – 2019
- 2019
- [j6]Vincent François-Lavet, Guillaume Rabusseau, Joelle Pineau, Damien Ernst, Raphael Fonteneau:
On Overfitting and Asymptotic Bias in Batch Reinforcement Learning with Partial Observability. J. Artif. Intell. Res. 65: 1-30 (2019) - 2018
- [i7]Mathias Berger, Radu David, Raphael Fonteneau, Robin Henry, Mevludin Glavic, Xavier Fettweis, Marc Le Du, Patrick Panciatici, Lucian Balea, Damien Ernst:
Critical Time Windows for Renewable Resource Complementarity Assessment. CoRR abs/1812.02809 (2018) - [i6]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 abs/1812.02827 (2018) - 2017
- [c18]Michael Castronovo, Vincent François-Lavet, Raphaël Fonteneau, Damien Ernst, Adrien Couëtoux:
Approximate Bayes Optimal Policy Search using Neural Networks. ICAART (2) 2017: 142-153 - [c17]Antoine Dubois
, Antoine Wehenkel, Raphael Fonteneau, Frédéric Olivier, Damien Ernst:
An App-based Algorithmic Approach for Harvesting Local and Renewable Energy using Electric Vehicles. ICAART (1) 2017: 322-327 - [i5]Vincent François-Lavet, Damien Ernst, Raphael Fonteneau:
On overfitting and asymptotic bias in batch reinforcement learning with partial observability. CoRR abs/1709.07796 (2017) - 2016
- [c16]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: 264-271 - [c15]Quentin Gemine, Bertrand Cornélusse, Mevludin Glavic, Raphaël Fonteneau, Damien Ernst:
A Gaussian mixture approach to model stochastic processes in power systems. PSCC 2016: 1-7 - 2015
- [j5]Firas Safadi, Raphaël Fonteneau, Damien Ernst:
Artificial Intelligence in Video Games: Towards a Unified Framework. Int. J. Comput. Games Technol. 2015: 271296:1-271296:30 (2015) - [c14]Samy Aittahar, Vincent François-Lavet, Stefan Lodeweyckx, Damien Ernst, Raphaël Fonteneau:
Imitative Learning for Online Planning in Microgrids. DARE 2015: 1-15 - [i4]Michael Castronovo, Damien Ernst, Adrien Couëtoux, Raphaël Fonteneau:
Benchmarking for Bayesian Reinforcement Learning. CoRR abs/1509.04064 (2015) - [i3]Vincent François-Lavet, Raphaël Fonteneau, Damien Ernst:
How to Discount Deep Reinforcement Learning: Towards New Dynamic Strategies. CoRR abs/1512.02011 (2015) - 2014
- [c13]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: 1-8 - [c12]Raphael Fonteneau, Prashanth L. A.:
Simultaneous perturbation algorithms for batch off-policy search. CDC 2014: 2622-2627 - [c11]Raphael Fonteneau, Damien Ernst, Bernard Boigelot, Quentin Louveaux:
Lipschitz robust control from off-policy trajectories. CDC 2014: 4924-4931 - [i2]Raphael Fonteneau, Prashanth L. A.:
Simultaneous Perturbation Algorithms for Batch Off-Policy Search. CoRR abs/1403.4514 (2014) - 2013
- [j4]Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel, Damien Ernst:
Batch mode reinforcement learning based on the synthesis of artificial trajectories. Ann. Oper. Res. 208(1): 383-416 (2013) - [j3]Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel, Damien Ernst:
Stratégies d'échantillonnage pour l'apprentissage par renforcement batch. Rev. d'Intelligence Artif. 27(2): 171-194 (2013) - [j2]Raphael Fonteneau, Damien Ernst, Bernard Boigelot, Quentin Louveaux:
Min Max Generalization for Deterministic Batch Mode Reinforcement Learning: Relaxation Schemes. SIAM J. Control. Optim. 51(5): 3355-3385 (2013) - [c10]Raphaël Fonteneau, Lucian Busoniu, Rémi Munos:
Optimistic planning for belief-augmented Markov Decision Processes. ADPRL 2013: 77-84 - [c9]Gunnar Kedenburg, Raphaël Fonteneau, Rémi Munos:
Aggregating Optimistic Planning Trees for Solving Markov Decision Processes. NIPS 2013: 2382-2390 - 2012
- [c8]Quentin Gemine, Firas Safadi, Raphael Fonteneau, Damien Ernst:
Imitative learning for real-time strategy games. CIG 2012: 424-429 - [c7]Francis Maes, Raphael Fonteneau, Louis Wehenkel, Damien Ernst:
Policy Search in a Space of Simple Closed-form Formulas: Towards Interpretability of Reinforcement Learning. Discovery Science 2012: 37-51 - [c6]Michael Castronovo, Francis Maes, Raphael Fonteneau, Damien Ernst:
Learning Exploration/Exploitation Strategies for Single Trajectory Reinforcement Learning. EWRL 2012: 1-10 - [i1]Raphael Fonteneau, Damien Ernst, Bernard Boigelot, Quentin Louveaux:
Min Max Generalization for Deterministic Batch Mode Reinforcement Learning: Relaxation Schemes. CoRR abs/1202.5298 (2012) - 2011
- [b1]Raphaël Fonteneau:
Contributions to Batch Mode Reinforcement Learning. University of Liège, Belgium, 2011 - [j1]Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel, Damien Ernst:
Estimation Monte Carlo sans modèle de politiques de décision. Rev. d'Intelligence Artif. 25(3): 321-343 (2011) - [c5]Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel, Damien Ernst:
Active exploration by searching for experiments that falsify the computed control policy. ADPRL 2011: 40-47 - 2010
- [c4]Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel, Damien Ernst:
Towards Min Max Generalization in Reinforcement Learning. ICAART (Revised Selected Papers) 2010: 61-77 - [c3]Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel, Damien Ernst:
A Cautious Approach to Generalization in Reinforcement Learning. ICAART (1) 2010: 64-73 - [c2]Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel, Damien Ernst:
Model-Free Monte Carlo-like Policy Evaluation. AISTATS 2010: 217-224
2000 – 2009
- 2009
- [c1]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: 117-123
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-04-24 22:55 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
