R. Munos
发表
Tom Schaul,
Marc G. Bellemare,
Rémi Munos,
2016,
NIPS.
Rémi Munos,
R. Munos,
1996,
ICML.
Lucian Busoniu,
Rémi Munos,
Elod Páll,
2014,
2014 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL).
Shie Mannor,
Rémi Munos,
Aviv Tamar,
2015,
AAAI.
Marc G. Bellemare,
Rémi Munos,
Philip S. Thomas,
2015,
AAAI.
Rémi Munos,
Gilles Stoltz,
Odalric-Ambrym Maillard,
2011,
COLT.
Marc G. Bellemare,
Rémi Munos,
Saurabh Kumar,
2019,
ICML.
Alessandro Lazaric,
Rémi Munos,
R. Munos,
2009,
COLT.
R. Munos,
Jean-Yves Audibert,
Sébastien Bubeck,
2010,
COLT.
Rémi Munos,
Pierre-Arnaud Coquelin,
Romain Deguest,
2009,
NIPS.
R. Munos,
Odalric-Ambrym Maillard,
Gilles Stoltz,
2012,
1210.1136.
M. de Rijke,
Shimon Whiteson,
Maarten de Rijke,
2014,
WSDM.
Csaba Szepesvári,
Rémi Munos,
Jean-Yves Audibert,
2007,
ALT.
Andrew W. Moore,
Rémi Munos,
R. Munos,
1998,
NIPS.
Rémi Munos,
R. Munos,
1998,
ECML.
Lihong Li,
Csaba Szepesvári,
Rémi Munos,
2015,
AISTATS.
Bart De Schutter,
Robert Babuska,
Lucian Busoniu,
2011,
2011 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL).
R. Munos,
L. Buşoniu,
B. Schutter,
2012
.
Rémi Munos,
Alexandra Carpentier,
András Antos,
2015,
J. Mach. Learn. Res..
Rémi Munos,
Jérémie Mary,
Raphaël Maîtrepierre,
2008,
ECAI.
Csaba Szepesvari,
R. Munos,
Jean-Yves Audibert,
2006
.
Matthew W. Hoffman,
Alessandro Lazaric,
Rémi Munos,
2011,
ICML.
Rémi Munos,
Emilie Kaufmann,
Nathaniel Korda,
2012,
ArXiv.
Alessandro Lazaric,
Rémi Munos,
Mohammad Ghavamzadeh,
2010,
ICML.
Rémi Munos,
Alexandra Carpentier,
Odalric-Ambrym Maillard,
2011,
NIPS.
Rémi Munos,
R. Munos,
2014,
Found. Trends Mach. Learn..
Bart De Schutter,
Robert Babuska,
Lucian Busoniu,
2012,
Reinforcement Learning.
Rémi Munos,
Bilal Piot,
Mohammad Gheshlaghi Azar,
2018,
ArXiv.
Nando de Freitas,
Rémi Munos,
Koray Kavukcuoglu,
2016,
ICLR.
Rémi Munos,
Sébastien Bubeck,
Jean-Yves Audibert,
2011
.
Rémi Munos,
Jean-Yves Audibert,
Yizao Wang,
2008,
NIPS.
Marc G. Bellemare,
Rémi Munos,
Mohammad Gheshlaghi Azar,
2017,
ArXiv.
Rémi Munos,
Odalric-Ambrym Maillard,
R. Munos,
2009,
NIPS.
Rémi Munos,
R. Munos,
2011,
NIPS 2011.
Rémi Munos,
R. Munos,
2005,
AAAI.
Rémi Munos,
Alexandra Carpentier,
R. Munos,
2011,
NIPS.
Andrew W. Moore,
Rémi Munos,
Leemon C. Baird,
1999,
IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339).
Bart De Schutter,
Lucian Busoniu,
Rémi Munos,
2014,
53rd IEEE Conference on Decision and Control.
Alessandro Lazaric,
Rémi Munos,
Mohammad Ghavamzadeh,
2010,
NIPS.
R. Munos,
Odalric-Ambrym Maillard,
A. Lazaric,
2010
.
R. Munos,
Odalric-Ambrym Maillard,
2010
.
Alessandro Lazaric,
Rémi Munos,
Mohammad Ghavamzadeh,
2010,
ICML.
Zeb Kurth-Nelson,
Joel Z. Leibo,
Charles Blundell,
2016,
CogSci.
Rémi Munos,
Oriol Vinyals,
Karen Simonyan,
2018,
ICML.
Samy Bengio,
Rémi Munos,
Oriol Vinyals,
2018,
ArXiv.
Tom Schaul,
David Silver,
Jonathan J. Hunt,
2016,
NIPS.
Rémi Munos,
R. Munos,
2006,
J. Mach. Learn. Res..
Rémi Munos,
Odalric-Ambrym Maillard,
R. Munos,
2012,
J. Mach. Learn. Res..
Rémi Munos,
Daniil Ryabko,
Odalric-Ambrym Maillard,
2011,
NIPS.
Shane Legg,
Alex Graves,
Demis Hassabis,
2017,
ICLR.
Rémi Munos,
Sébastien Bubeck,
Gilles Stoltz,
2009,
ALT.
Rémi Munos,
David Silver,
Georg Ostrovski,
2018,
ICML.
Csaba Szepesvári,
Rémi Munos,
András Antos,
2007,
NIPS.
Yuval Tassa,
Rémi Munos,
Martin A. Riedmiller,
2018,
ICLR.
Marc G. Bellemare,
Rémi Munos,
Will Dabney,
2017,
ICML.
Rémi Munos,
R. Munos,
2003,
ICML.
Andrew W. Moore,
Rémi Munos,
R. Munos,
1999,
IJCAI.
Csaba Szepesvári,
Rémi Munos,
Csaba Szepesvari,
2005,
ICML.
Alex Graves,
Marc G. Bellemare,
Rémi Munos,
2017,
ICML.
Transfer in Deep Reinforcement Learning Using Successor Features and Generalised Policy Improvement
pdf
Tom Schaul,
Rémi Munos,
David Silver,
2018,
ICML.
Csaba Szepesvári,
Rémi Munos,
Jean-Yves Audibert,
2008
.
Rémi Munos,
Sivan Sabato,
R. Munos,
2014,
NIPS.
Rémi Munos,
Emilie Kaufmann,
Nathaniel Korda,
2012,
ALT.
Alessandro Lazaric,
Rémi Munos,
Marta Soare,
2014,
NIPS.
Peter Auer,
Rémi Munos,
Ronald Ortner,
2012,
ALT.
Michael H. Bowling,
Rémi Munos,
Karl Tuyls,
2018,
NeurIPS.
Csaba Szepesvári,
Rémi Munos,
Sébastien Bubeck,
2008,
NIPS.
Alessandro Lazaric,
Rémi Munos,
Mohammad Ghavamzadeh,
2010,
ACML.
Rémi Munos,
Olivier Pietquin,
David Budden,
2018,
ArXiv.
Rémi Munos,
Jocelyn Patinel,
R. Munos,
1994
.
Rémi Munos,
Emmanuel Gobet,
R. Munos,
2005,
SIAM J. Control. Optim..
Csaba Szepesvári,
Rémi Munos,
Jean-Yves Audibert,
2009,
Theor. Comput. Sci..
Rémi Munos,
Paul Bourgine,
R. Munos,
1997,
NIPS.
T. Schaul,
R. Munos,
Mark Rowland,
2019,
AISTATS.
Csaba Szepesvári,
Rémi Munos,
Csaba Szepesvari,
2008,
J. Mach. Learn. Res..
Koray Kavukcuoglu,
Brendan O'Donoghue,
Volodymyr Mnih,
2016,
ICLR.
Rémi Munos,
Maureen Clerc,
Alexandra Carpentier,
2012,
NIPS.
Andrew W. Moore,
Rémi Munos,
R. Munos,
2000,
ICML.
Koray Kavukcuoglu,
Brendan O'Donoghue,
Volodymyr Mnih,
2016,
ArXiv.
Olivier Teytaud,
Sylvain Gelly,
Rémi Munos,
2006
.
Andrew W. Moore,
Rémi Munos,
R. Munos,
2002,
Machine Learning.
Geometric Variance Reduction in Markov Chains: Application to Value Function and Gradient Estimation
Rémi Munos,
R. Munos,
2005,
J. Mach. Learn. Res..
Rémi Munos,
Sébastien Bubeck,
Gilles Stoltz,
2011,
Theor. Comput. Sci..
Lucian Busoniu,
Rémi Munos,
Raphaël Fonteneau,
2013,
2013 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL).
Rémi Munos,
Florent Altché,
Bilal Piot,
2019,
ArXiv.
Rémi Munos,
R. Munos,
2007,
SIAM J. Control. Optim..
Hilbert J. Kappen,
Rémi Munos,
Mohammad Ghavamzadeh,
2011,
NIPS.
H. Kappen,
R. Munos,
M. Ghavamzadeh,
2011
.
Marc G. Bellemare,
Rémi Munos,
Stephan Hoyer,
2017,
ArXiv.
Rémi Munos,
Ian Osband,
Mohammad Gheshlaghi Azar,
2017,
ICML.
R. Munos,
A. Moore,
1999,
Proceedings of the 38th IEEE Conference on Decision and Control (Cat. No.99CH36304).
Marc G. Bellemare,
Rémi Munos,
Mark Rowland,
2017,
AAAI.
Christos H. Papadimitriou,
Rémi Munos,
Wojciech Czarnecki,
2019,
Scientific Reports.
Rémi Munos,
Jean-François Hren,
R. Munos,
2008,
EWRL.
Peter Auer,
Rémi Munos,
Ronald Ortner,
2012,
Theor. Comput. Sci..
Rémi Munos,
Georg Ostrovski,
Will Dabney,
2018,
ICML.
R. Munos,
O. Bokanowski,
S. Martin,
2006
.
Alessandro Lazaric,
Alexandra Carpentier,
Mohammad Ghavamzadeh,
2011,
ALT.
Alessandro Lazaric,
Rémi Munos,
Mohammad Ghavamzadeh,
2012,
J. Mach. Learn. Res..
Rémi Munos,
Maureen Clerc,
Alexandra Carpentier,
2013,
Journal of neural engineering.
Rémi Munos,
Emilie Kaufmann,
Nathaniel Korda,
2013,
NIPS.
Rémi Munos,
Alexandra Carpentier,
R. Munos,
2012,
NIPS.
Robert Babuska,
Lucian Busoniu,
Rémi Munos,
2013,
2013 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL).
Rémi Munos,
R. Munos,
2000,
Machine Learning.
H. Kappen,
R. Munos,
M. G. Azar,
2012
.
Michèle Sebag,
Stéphane Canu,
Rémi Munos,
2009
.
R. Munos,
2006
.
R. Munos,
2005
.
R. Munos,
2007
.
Shane Legg,
Rémi Munos,
Iain Dunning,
2018,
ICML.
R. Munos,
Mark Rowland,
Michal Valko,
2022,
AISTATS.
R. Munos,
N. Korda,
A. PrashanthL.,
2014
.
Rémi Munos,
R. Munos,
2013
.
R. Munos,
L. Buşoniu,
Elod Páll,
2017
.
Marc G. Bellemare,
Rémi Munos,
Anna Harutyunyan,
2016,
NIPS.
R. Munos,
A. Carpentier,
2015
.
Dominik D. Freydenberger,
R. Munos,
Shie Mannor,
2010,
COLT.
F. C. Santos,
Wojciech M. Czarnecki,
Jerome T. Connor,
2020,
Nature Communications.
R. Munos,
H. Zidani,
2005
.
Csaba Szepesvári,
Rémi Munos,
András Antos,
2006,
COLT.
H. Kappen,
R. Munos,
M. Ghavamzadeh,
2013
.
Rémi Munos,
Emmanuel Gobet,
Charles Dossal,
2006
.
R. Munos,
Pierre-Arnaud Coquelin,
S. Martin,
2007,
2007 IEEE International Symposium on Approximate Dynamic Programming and Reinforcement Learning.
R. Munos,
P. Auer,
B. Kveton,
2020
.
Philippe Preux,
Rémi Munos,
Alexandra Carpentier,
2011
.
Rémi Munos,
F. C. Santos,
Karl Tuyls,
2020,
Nature communications.
Sanjay Jain,
Frank Stephan,
Thomas Zeugmann,
2016,
Theor. Comput. Sci..
Rémi Munos,
Nathaniel Korda,
A. PrashanthL.,
2013,
ArXiv.
Frank Stephan,
Thomas Zeugmann,
Sanjay Jain,
2013
.
Csaba Szepesvari,
R. Munos,
M. G. Azar,
2022,
ArXiv.
Peter Auer,
Alessandro Lazaric,
Csaba Szepesvári,
2009,
ICML '09.
R. Munos,
Mark Rowland,
Will Dabney,
2022,
ICML.
R. Munos,
B. A. Pires,
Bilal Piot,
2022,
ArXiv.
Sarah H. Cen,
Eugene V. Tarassov,
Jerome T. Connor,
2022,
ArXiv.
R. Munos,
N. Korda,
E. Kaufmann,
2014
.
Pierre H. Richemond,
K. Kavukcuoglu,
R. Munos,
2020,
NeurIPS.
Marc G. Bellemare,
R. Munos,
Mark Rowland,
2022,
NeurIPS.
R. Munos,
Bilal Piot,
M. G. Azar,
2022,
NeurIPS.
R. Munos,
Jean-Yves Audibert,
Sébastien Bubeck,
2010,
COLT.
R. Munos,
Mark Rowland,
É. Moulines,
2022,
NeurIPS.
Philippe Preux,
Rémi Munos,
Daniil Ryabko,
2008
.
R. Munos,
Corentin Tallec,
T. Mesnard,
2022,
ArXiv.
Charline Le Lan,
Pierre H. Richemond,
R. Munos,
2022,
ICML.
R. Munos,
Vianney Perchet,
Pierre M'enard,
2022,
ArXiv.
R. Munos,
A. Lazaric,
Marta Soare,
2014,
NIPS.
R. Munos,
Michal Valko,
Pierre Ménard,
2021,
NeurIPS.
Marc G. Bellemare,
Georg Ostrovski,
R. Munos,
2023,
2301.04462.
Model-Free Learning for Two-Player Zero-Sum Partially Observable Markov Games with Perfect Recall
pdf
Michal Valko,
Tadashi Kozuno,
Pierre M'enard,
2021,
ArXiv.
From Poincaré Recurrence to Convergence in Imperfect Information Games: Finding Equilibrium via Regularization
pdf
Georgios Piliouras,
Neil Burch,
David Balduzzi,
2020,
ICML.
Francisco C. Santos,
Daniel Hennes,
F. C. Santos,
2020,
ArXiv.
Rémi Munos,
Michal Valko,
Branislav Kveton,
2014,
ICML.
Olivier Pietquin,
Bilal Piot,
Diana Borsa,
2017,
AAMAS.
Rémi Munos,
Michal Valko,
Branislav Kveton,
2014,
AAAI 2014.
Rémi Munos,
Sébastien Bubeck,
Gilles Stoltz,
2008,
ArXiv.
D. Hassabis,
R. Munos,
Will Dabney,
2020,
Nature.
Rémi Munos,
Michal Valko,
Jean-Bastien Grill,
2018,
NeurIPS.
Rémi Munos,
Pierre-Arnaud Coquelin,
Romain Deguest,
2008,
NIPS.
Bart De Schutter,
Lucian Busoniu,
Rémi Munos,
2018,
Eng. Appl. Artif. Intell..
M. de Rijke,
Shimon Whiteson,
Maarten de Rijke,
2013,
ICML.
Rémi Munos,
R. Munos,
2011,
NIPS 2011.
Csaba Szepesvári,
Rémi Munos,
András Antos,
2006,
Machine Learning.
Tor Lattimore,
Michal Valko,
Bilal Piot,
2021,
ArXiv.
Lucian Busoniu,
Rémi Munos,
R. Munos,
2012,
AISTATS.
Alex Graves,
Rémi Munos,
Marc Lanctot,
2016,
NIPS.
Rémi Munos,
Karl Tuyls,
Daniel Hennes,
2019,
ArXiv.
Rémi Munos,
Georg Ostrovski,
Will Dabney,
2018,
ICLR.
Ian Osband,
Brendan O'Donoghue,
Volodymyr Mnih,
2017,
ICML.
Marc G. Bellemare,
Rémi Munos,
Aäron van den Oord,
2017,
ICML.
Sarah H. Cen,
Jerome T. Connor,
L. Sifre,
2022,
Science.
Alessandro Lazaric,
Rémi Munos,
Amir Sani,
2012,
NIPS.
Rémi Munos,
Balázs Szörényi,
Gunnar Kedenburg,
2014,
NIPS.
Rémi Munos,
Raphaël Fonteneau,
Gunnar Kedenburg,
2013,
NIPS.
R. Munos,
Michal Valko,
Corentin Tallec,
2021
.
Nello Cristianini,
Rémi Munos,
Michal Valko,
2013,
UAI.
Hilbert J. Kappen,
Rémi Munos,
Mohammad Gheshlaghi Azar,
2012,
ICML.
Daniel Guo,
Bilal Piot,
Mohammad Gheshlaghi Azar,
2020,
ICML.
Tom Schaul,
David Silver,
Hado van Hasselt,
2018,
ICLR.
Eva L. Dyer,
R. Munos,
M. G. Azar,
2021,
ICLR.
Michal Valko,
Mohammad Gheshlaghi Azar,
Corentin Tallec,
2021,
ArXiv.
R. Munos,
O. Pietquin,
M. Geist,
2021,
AAMAS.
R. Munos,
Will Dabney,
Z. Guo,
2023,
ICML.
Doina Precup,
Satinder Singh,
Nicolas Heess,
2019,
NeurIPS.
Zeb Kurth-Nelson,
Clara Kwon Starkweather,
Naoshige Uchida,
2020,
Nature.
Doina Precup,
Rémi Munos,
Nicolas Heess,
2019,
AISTATS.
Michal Valko,
Romuald Elie,
Andrew Jaegle,
2020,
J. Artif. Intell. Res..
Philippe Preux,
Rémi Munos,
Michal Valko,
2014,
2014 IEEE Congress on Evolutionary Computation (CEC).
Marcus Hutter,
Nicolas Heess,
Fabio Viola,
2020,
ICML.
Bruno Scherrer,
Matthieu Geist,
Olivier Pietquin,
2020,
ArXiv.
Michal Valko,
Yunhao Tang,
Thomas Hubert,
2020,
ICML.
Rémi Munos,
Michal Valko,
Alexandra Carpentier,
2013,
ICML.
Sarangapani Jagannathan,
Olivier Pietquin,
Kun Deng,
2011,
ADPRL.
Philippe Preux,
Rémi Munos,
Daniil Ryabko,
2008,
Lecture Notes in Computer Science.
Marc G. Bellemare,
Georg Ostrovski,
R. Munos,
2023,
ArXiv.
Rémi Munos,
Pierre-Arnaud Coquelin,
R. Munos,
2007,
UAI.
Georg Ostrovski,
R. Munos,
Mark Rowland,
2023
.
Yee Whye Teh,
Marc G. Bellemare,
Rémi Munos,
2018,
AISTATS.
Bruno Scherrer,
Matthieu Geist,
Olivier Pietquin,
2020,
NeurIPS.
Michael H. Bowling,
Michael Bowling,
Marc Lanctot,
2020,
ArXiv.
Wojciech M. Czarnecki,
R. Munos,
C. Papadimitriou,
2019,
Scientific Reports.
R. Munos,
K. Tuyls,
J. Pérolat,
2019,
NeurIPS.
Rémi Munos,
Alexandra Carpentier,
R. Munos,
2012,
AISTATS.
Csaba Szepesvári,
Rémi Munos,
Amir Massoud Farahmand,
2010,
NIPS.
R. Munos,
Will Dabney,
Michal Valko,
2021,
ICML.
N. Heess,
R. Munos,
Mark Rowland,
2019,
ICLR.
Daniel Hennes,
Marc Lanctot,
Karl Tuyls,
2020,
AAMAS.
Marc G. Bellemare,
Rémi Munos,
Bilal Piot,
2017,
ICLR.
R. Munos,
Jean-Yves Audibert,
Sébastien Bubeck,
2010,
COLT 2010.
Csaba Szepesvari,
R. Munos,
M. G. Azar,
2023,
ICML.
Low-pass Recurrent Neural Networks - A memory architecture for longer-term correlation discovery
pdf
Razvan Pascanu,
Rémi Munos,
Will Dabney,
2018,
ArXiv.
R. Munos,
N. Korda,
A. PrashanthL.,
2013,
Mach. Learn..
R. Munos,
Gilles Stoltz,
Sébastien Bubeck,
2008,
ArXiv.
R. Munos,
Sébastien Bubeck,
2010
.
Marc G. Bellemare,
Rémi Munos,
Anna Harutyunyan,
2016,
ALT.
R. Munos,
Vianney Perchet,
Pierre M'enard,
2022,
ICML.
Csaba Szepesvári,
Rémi Munos,
Sébastien Bubeck,
2022
.
L. A. Prashanth,
R. Munos,
N. Korda,
2021,
Machine Learning.
Nathaniel Korda,
A. PrashanthL.,
Rémi Munos,
2013,
AAAI.
Online gradient descent for least squares regression: Non-asymptotic bounds and application to bandits
pdf
Rémi Munos,
Nathaniel Korda,
A. PrashanthL.,
2013,
ArXiv.
Rémi Munos,
Nathaniel Korda,
A. PrashanthL.,
2013,
ECML/PKDD.
L. A. Prashanth,
R. Munos,
N. Korda,
2013
.
H. Kappen,
R. Munos,
M. G. Azar,
2013,
Machine Learning.
Michal Valko,
Omar Darwiche Domingues,
Jean-Bastien Grill,
2019,
NeurIPS.
R. Munos,
Pierre-Arnaud Coquelin,
2007,
UAI.
Csaba Szepesvari,
R. Munos,
Gilles Stoltz,
2010,
J. Mach. Learn. Res..
Venkatesh Saligrama,
Rémi Munos,
Michal Valko,
2015,
ICML.
Rémi Munos,
Michal Valko,
Gergely Neu,
2014,
NIPS.
Tor Lattimore,
Rémi Munos,
R. Munos,
2014,
NIPS.
Rémi Munos,
Michal Valko,
Shipra Agrawal,
2014,
AAAI.
R. Munos,
A. Lazaric,
2009,
Annual Conference Computational Learning Theory.
Marc G. Bellemare,
R. Munos,
Mark Rowland,
2023,
ICML.
R. Munos,
Mark Rowland,
Will Dabney,
2019,
AISTATS.
Georg Ostrovski,
R. Munos,
Mark Rowland,
2023,
International Conference on Machine Learning.
R. Munos,
Mark Rowland,
Yunhao Tang,
2023,
International Conference on Machine Learning.
Tom Schaul,
Hado van Hasselt,
Diana Borsa,
2019,
AISTATS.
Michal Valko,
Yunhao Tang,
Tadashi Kozuno,
2021,
ICML.
Matthew W. Hoffman,
Alessandro Lazaric,
Rémi Munos,
2011,
EWRL.
R. Munos,
Corentin Tallec,
T. Mesnard,
2022,
ICML.
Rémi Munos,
R. Munos,
1997,
ECML.
R. Munos,
Sébastien Bubeck,
2010
.
R. Munos,
Jean-Yves Audibert,
Sébastien Bubeck,
2010,
COLT 2010.
R. Munos,
Sébastien Bubeck,
2010,
COLT 2010.
Rémi Munos,
Michal Valko,
Jean-Bastien Grill,
2016,
NIPS.
Robert Babuska,
Lucian Busoniu,
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