| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Gergely Neu, András György, Csaba Szepesvári |
The adversarial stochastic shortest path problem with unknown transition probabilities.  |
Journal of Machine Learning Research - Proceedings Track  |
2012 |
DBLP BibTeX RDF |
|
| 1 | Yasin Abbasi-Yadkori, Dávid Pál, Csaba Szepesvári |
Online-to-Confidence-Set Conversions and Application to Sparse Stochastic Bandits. |
Journal of Machine Learning Research - Proceedings Track |
2012 |
DBLP BibTeX RDF |
|
| 1 | Sylvain Gelly, Levente Kocsis, Marc Schoenauer, Michèle Sebag, David Silver, Csaba Szepesvári, Olivier Teytaud |
The grand challenge of computer Go: Monte Carlo tree search and extensions. |
Commun. ACM |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Mahdi Milani Fard, Joelle Pineau, Csaba Szepesvári |
PAC-Bayesian Policy Evaluation for Reinforcement Learning |
CoRR |
2012 |
DBLP BibTeX RDF |
|
| 1 | Sébastien Bubeck, Rémi Munos, Gilles Stoltz, Csaba Szepesvári |
X-Armed Bandits. |
Journal of Machine Learning Research |
2011 |
DBLP BibTeX RDF |
|
| 1 | István Szita, Csaba Szepesvári |
Agnostic KWIK learning and efficient approximate reinforcement learning. |
Journal of Machine Learning Research - Proceedings Track |
2011 |
DBLP BibTeX RDF |
|
| 1 | Yasin Abbasi-Yadkori, Csaba Szepesvári |
Regret Bounds for the Adaptive Control of Linear Quadratic Systems. |
Journal of Machine Learning Research - Proceedings Track |
2011 |
DBLP BibTeX RDF |
|
| 1 | Gábor Bartók, Dávid Pál, Csaba Szepesvári |
Minimax Regret of Finite Partial-Monitoring Games in Stochastic Environments. |
Journal of Machine Learning Research - Proceedings Track |
2011 |
DBLP BibTeX RDF |
|
| 1 | Amir Massoud Farahmand, Csaba Szepesvári |
Model selection in reinforcement learning. |
Machine Learning |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | András Antos, Gábor Bartók, Dávid Pál, Csaba Szepesvári |
Toward a Classification of Finite Partial-Monitoring Games |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Yasin Abbasi-Yadkori, Dávid Pál, Csaba Szepesvári |
Online Least Squares Estimation with Self-Normalized Processes: An Application to Bandit Problems |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Arash Afkanpour, Csaba Szepesvári, Michael H. Bowling |
Alignment Based Kernel Learning with a Continuous Set of Base Kernels |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | András Antos, Gábor Bartók, Csaba Szepesvári |
Non-trivial two-armed partial-monitoring games are bandits |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Pallavi Arora, Csaba Szepesvári, Rong Zheng |
Sequential learning for optimal monitoring of multi-channel wireless networks. |
INFOCOM |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Jyrki Kivinen, Csaba Szepesvári, Esko Ukkonen, Thomas Zeugmann (eds.) |
Algorithmic Learning Theory - 22nd International Conference, ALT 2011, Espoo, Finland, October 5-7, 2011. Proceedings |
ALT |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Jyrki Kivinen, Csaba Szepesvári, Esko Ukkonen, Thomas Zeugmann |
Editors' Introduction. |
ALT |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Mahdi Milani Fard, Joelle Pineau, Csaba Szepesvári |
PAC-Bayesian Policy Evaluation for Reinforcement Learning. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Yasin Abbasi-Yadkori, Dávid Pál, Csaba Szepesvári |
Improved Algorithms for Linear Stochastic Bandits. |
NIPS |
2011 |
DBLP BibTeX RDF |
|
| 1 | András Antos, Varun Grover, Csaba Szepesvári |
Active learning in heteroscedastic noise. |
Theor. Comput. Sci. |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Gábor Bartók, Csaba Szepesvári, Sandra Zilles |
Models of active learning in group-structured state spaces. |
Inf. Comput. |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Péter Torma, András György, Csaba Szepesvári |
A Markov-Chain Monte Carlo Approach to Simultaneous Localization and Mapping. |
Journal of Machine Learning Research - Proceedings Track |
2010 |
DBLP BibTeX RDF |
|
| 1 | Barnabás Póczos, Sergey Kirshner, Csaba Szepesvári |
REGO: Rank-based Estimation of Renyi Information using Euclidean Graph Optimization. |
Journal of Machine Learning Research - Proceedings Track |
2010 |
DBLP BibTeX RDF |
|
| 1 | Dávid Pál, Barnabás Póczos, Csaba Szepesvári |
Estimation of Rényi Entropy and Mutual Information Based on Generalized Nearest-Neighbor Graphs |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Sébastien Bubeck, Rémi Munos, Gilles Stoltz, Csaba Szepesvári |
X-Armed Bandits |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Csaba Szepesvári |
Algorithms for Reinforcement Learning |
|
2010 |
DOI RDF |
|
| 1 | Yasin Abbasi-Yadkori, Joseph Modayil, Csaba Szepesvári |
Extending rapidly-exploring random trees for asymptotically optimal anytime motion planning. |
IROS |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Istvan Szita, Csaba Szepesvári |
Model-based reinforcement learning with nearly tight exploration complexity bounds. |
ICML |
2010 |
DBLP BibTeX RDF |
|
| 1 | Hamid Reza Maei, Csaba Szepesvári, Shalabh Bhatnagar, Richard S. Sutton |
Toward Off-Policy Learning Control with Function Approximation. |
ICML |
2010 |
DBLP BibTeX RDF |
|
| 1 | Liuyang Li, Barnabás Póczos, Csaba Szepesvári, Russell Greiner |
Budgeted Distribution Learning of Belief Net Parameters. |
ICML |
2010 |
DBLP BibTeX RDF |
|
| 1 | Gábor Bartók, Dávid Pál, Csaba Szepesvári |
Toward a Classification of Finite Partial-Monitoring Games. |
ALT |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Gergely Neu, András György, Csaba Szepesvári |
The Online Loop-free Stochastic Shortest-Path Problem. |
COLT |
2010 |
DBLP BibTeX RDF |
|
| 1 | Sarah Filippi, Olivier Cappé, Aurélien Garivier, Csaba Szepesvári |
Parametric Bandits: The Generalized Linear Case. |
NIPS |
2010 |
DBLP BibTeX RDF |
|
| 1 | Gergely Neu, András György, Csaba Szepesvári, András Antos |
Online Markov Decision Processes under Bandit Feedback. |
NIPS |
2010 |
DBLP BibTeX RDF |
|
| 1 | Amir Massoud Farahmand, Rémi Munos, Csaba Szepesvári |
Error Propagation for Approximate Policy and Value Iteration. |
NIPS |
2010 |
DBLP BibTeX RDF |
|
| 1 | Dávid Pál, Barnabás Póczos, Csaba Szepesvári |
Estimation of Renyi Entropy and Mutual Information Based on Generalized Nearest-Neighbor Graphs. |
NIPS |
2010 |
DBLP BibTeX RDF |
|
| 1 | Jean-Yves Audibert, Rémi Munos, Csaba Szepesvári |
Exploration-exploitation tradeoff using variance estimates in multi-armed bandits. |
Theor. Comput. Sci. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Yuxi Li, Csaba Szepesvári, Dale Schuurmans |
Learning Exercise Policies for American Options. |
Journal of Machine Learning Research - Proceedings Track |
2009 |
DBLP BibTeX RDF |
|
| 1 | Gergely Neu, Csaba Szepesvári |
Training parsers by inverse reinforcement learning. |
Machine Learning |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Hengshuai Yao, Shalabh Bhatnagar, Csaba Szepesvári |
LMS-2: Towards an algorithm that is as cheap as LMS and almost as efficient as RLS. |
CDC |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Amir Massoud Farahmand, Azad Shademan, Martin Jägersand, Csaba Szepesvári |
Model-based and model-free reinforcement learning for visual servoing. |
ICRA |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Richard S. Sutton, Hamid Reza Maei, Doina Precup, Shalabh Bhatnagar, David Silver, Csaba Szepesvári, Eric Wiewiora |
Fast gradient-descent methods for temporal-difference learning with linear function approximation. |
ICML |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Barnabás Póczos, Yasin Abbasi-Yadkori, Csaba Szepesvári, Russell Greiner, Nathan R. Sturtevant |
Learning when to stop thinking and do something! |
ICML |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Jean-Yves Audibert, Peter Auer, Alessandro Lazaric, Rémi Munos, Daniil Ryabko, Csaba Szepesvári |
Workshop summary: On-line learning with limited feedback. |
ICML |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Alireza Farhangfar, Russell Greiner, Csaba Szepesvári |
Learning to segment from a few well-selected training images. |
ICML |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Yaoliang Yu, Yuxi Li, Dale Schuurmans, Csaba Szepesvári |
A General Projection Property for Distribution Families. |
NIPS |
2009 |
DBLP BibTeX RDF |
|
| 1 | Hamid Reza Maei, Csaba Szepesvári, Shalabh Bhatnagar, Doina Precup, David Silver, Richard S. Sutton |
Convergent Temporal-Difference Learning with Arbitrary Smooth Function Approximation. |
NIPS |
2009 |
DBLP BibTeX RDF |
|
| 1 | Hengshuai Yao, Richard S. Sutton, Shalabh Bhatnagar, Diao Dongcui, Csaba Szepesvári |
Multi-Step Dyna Planning for Policy Evaluation and Control. |
NIPS |
2009 |
DBLP BibTeX RDF |
|
| 1 | Rémi Munos, Csaba Szepesvári |
Finite-Time Bounds for Fitted Value Iteration. |
Journal of Machine Learning Research |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | András Antos, Csaba Szepesvári, Rémi Munos |
Learning near-optimal policies with Bellman-residual minimization based fitted policy iteration and a single sample path. |
Machine Learning |
2008 |
DBLP DOI BibTeX RDF |
Bellman-residual minimization, Least-squares temporal difference learning, Off-policy learning, Finite-sample bounds, Reinforcement learning, Nonparametric regression, Policy iteration, Least-squares regression |
| 1 | Amir Massoud Farahmand, Mohammad Ghavamzadeh, Csaba Szepesvári, Shie Mannor |
Regularized Fitted Q-Iteration: Application to Planning. |
EWRL |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Volodymyr Mnih, Csaba Szepesvári, Jean-Yves Audibert |
Empirical Bernstein stopping. |
ICML |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Gábor Bartók, Csaba Szepesvári, Sandra Zilles |
Active Learning of Group-Structured Environments. |
ALT |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | András Antos, Varun Grover, Csaba Szepesvári |
Active Learning in Multi-armed Bandits. |
ALT |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Alejandro Isaza, Csaba Szepesvári, Vadim Bulitko, Russell Greiner |
Speeding Up Planning in Markov Decision Processes via Automatically Constructed Abstraction. |
UAI |
2008 |
DBLP BibTeX RDF |
|
| 1 | Richard S. Sutton, Csaba Szepesvári, Alborz Geramifard, Michael H. Bowling |
Dyna-Style Planning with Linear Function Approximation and Prioritized Sweeping. |
UAI |
2008 |
DBLP BibTeX RDF |
|
| 1 | Richard S. Sutton, Csaba Szepesvári, Hamid Reza Maei |
A Convergent O(n) Temporal-difference Algorithm for Off-policy Learning with Linear Function Approximation. |
NIPS |
2008 |
DBLP BibTeX RDF |
|
| 1 | Amir Massoud Farahmand, Mohammad Ghavamzadeh, Csaba Szepesvári, Shie Mannor |
Regularized Policy Iteration. |
NIPS |
2008 |
DBLP BibTeX RDF |
|
| 1 | Sébastien Bubeck, Rémi Munos, Gilles Stoltz, Csaba Szepesvári |
Online Optimization in X-Armed Bandits. |
NIPS |
2008 |
DBLP BibTeX RDF |
|
| 1 | István Bíró, Zoltán Szamonek, Csaba Szepesvári |
Sequence Prediction Exploiting Similary Information. |
IJCAI |
2007 |
DBLP BibTeX RDF |
|
| 1 | András György, Levente Kocsis, Ivett Szabó, Csaba Szepesvári |
Continuous Time Associative Bandit Problems. |
IJCAI |
2007 |
DBLP BibTeX RDF |
|
| 1 | Amir Massoud Farahmand, Csaba Szepesvári, Jean-Yves Audibert |
Manifold-adaptive dimension estimation. |
ICML |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Jean-Yves Audibert, Rémi Munos, Csaba Szepesvári |
Tuning Bandit Algorithms in Stochastic Environments. |
ALT |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Gergely Neu, Csaba Szepesvári |
Apprenticeship Learning using Inverse Reinforcement Learning and Gradient Methods. |
UAI |
2007 |
DBLP BibTeX RDF |
|
| 1 | Peter Auer, Ronald Ortner, Csaba Szepesvári |
Improved Rates for the Stochastic Continuum-Armed Bandit Problem. |
COLT |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | András Antos, Rémi Munos, Csaba Szepesvári |
Fitted Q-iteration in continuous action-space MDPs. |
NIPS |
2007 |
DBLP BibTeX RDF |
|
| 1 | Levente Kocsis, Csaba Szepesvári |
Universal parameter optimisation in games based on SPSA. |
Machine Learning |
2006 |
DBLP DOI BibTeX RDF |
SPSA, Stochastic gradient ascent, Learning, Games, Poker |
| 1 | Péter Torma, Csaba Szepesvári |
Local Importance Sampling: A Novel Technique to Enhance Particle Filtering. |
Journal of Multimedia |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Levente Kocsis, Csaba Szepesvári, Mark H. M. Winands |
RSPSA: Enhanced Parameter Optimization in Games. |
ACG |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Levente Kocsis, Csaba Szepesvári |
Bandit Based Monte-Carlo Planning. |
ECML |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | András Antos, Csaba Szepesvári, Rémi Munos |
Learning Near-Optimal Policies with Bellman-Residual Minimization Based Fitted Policy Iteration and a Single Sample Path. |
COLT |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Zoltán Szamonek, Csaba Szepesvári |
X-mHMM: An Efficient Algorithm for Training Mixtures of HMMs When the Number of Mixtures Is Unknown. |
ICDM |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Csaba Szepesvári, Rémi Munos |
Finite time bounds for sampling based fitted value iteration. |
ICML |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Csaba Szepesvári, András Kocsor, Kornél Kovács |
Kernel Machine Based Feature Extraction Algorithms for Regression Problems. |
ECAI |
2004 |
DBLP BibTeX RDF |
|
| 1 | András Kocsor, Kornél Kovács, Csaba Szepesvári |
Margin Maximizing Discriminant Analysis. |
ECML |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Péter Torma, Csaba Szepesvári |
Enhancing Particle Filters Using Local Likelihood Sampling. |
ECCV |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Csaba Szepesvári, William D. Smart |
Interpolation-based Q-learning. |
ICML |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Csaba Szepesvári |
Shortest Path Discovery Problems: A Framework, Algorithms and Experimental Results. |
AAAI |
2004 |
DBLP BibTeX RDF |
|
| 1 | M. French, Csaba Szepesvári, Eric Rogers |
LQ performance bounds for adaptive output feedback controllers for functionally uncertain nonlinear systems. |
Automatica |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | M. French, Csaba Szepesvári, Eric Rogers |
An Asymptotic Scaling Analysis of LQ Performance for an Approximate Adaptive Control Design. |
MCSS |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | András Lörincz, György Hévízi, Csaba Szepesvári |
Ockham's Razor Modeling of the Matrisome Channels of the Basal Ganglia Thalamocortical Loops. |
Int. J. Neural Syst. |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Csaba Szepesvári |
Efficient approximate planning in continuous space Markovian Decision Problems. |
AI Commun. |
2001 |
DBLP BibTeX RDF |
|
| 1 | Zsolt Kalmár, Csaba Szepesvári, András Lörincz |
Modular Reinforcement Learning: A Case Study in a Robot Domain. |
Acta Cybern. |
2000 |
DBLP BibTeX RDF |
|
| 1 | Satinder P. Singh, Tommi Jaakkola, Michael L. Littman, Csaba Szepesvári |
Convergence Results for Single-Step On-Policy Reinforcement-Learning Algorithms. |
Machine Learning |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | György Balogh, Ervin Dobler, Tamás Gröbler, Béla Smodics, Csaba Szepesvári |
FlexVoice: A Parametric Approach to High-Quality Speech Synthesis. |
TSD |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Zsolt Kalmár, Zsolt Marczell, Csaba Szepesvári, András Lörincz |
Parallel and robust skeletonization built on self-organizing elements. |
Neural Networks |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Csaba Szepesvári, Michael L. Littman |
A Unified Analysis of Value-Function-Based Reinforcement Learning Algorithms. |
Neural Computation |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | János Murvai, Kristian Vlahovicek, Endre Barta, Csaba Szepesvári, Cristina Acatrinei, Sándor Pongor |
The SBASE protein domain library, release 6.0: a collection of annotated protein sequence segments. |
Nucleic Acids Research |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Csaba Szepesvári |
Non-Markovian Policies in Sequential Decision Problems. |
Acta Cybern. |
1998 |
DBLP BibTeX RDF |
|
| 1 | Zsolt Kalmár, Csaba Szepesvári, András Lörincz |
Module-Based Reinforcement Learning: Experiments with a Real Robot. |
Machine Learning |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Zsolt Kalmár, Csaba Szepesvári, András Lörincz |
Module-Based Reinforcement Learning: Experiments with a Real Robot. |
Auton. Robots |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Zoltán Gábor, Zsolt Kalmár, Csaba Szepesvári |
Multi-criteria Reinforcement Learning. |
ICML |
1998 |
DBLP BibTeX RDF |
|
| 1 | Csaba Szepesvári, Szabolcs Cimmer, András Lörincz |
Neurocontroller using dynamic state feedback for compensatory control. |
Neural Networks |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Csaba Szepesvári |
Learning and Exploitation Do Not Conflict Under Minimax Optimality. |
ECML |
1997 |
DBLP DOI BibTeX RDF |
self-optimizing systems, reinforcement learning, dynamic games |
| 1 | Zsolt Kalmár, Csaba Szepesvári, András Lörincz |
Module Based Reinforcement Learning: An Application to a Real Robot. |
EWLR |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Csaba Szepesvári |
The Asymptotic Convergence-Rate of Q-learning. |
NIPS |
1997 |
DBLP BibTeX RDF |
|
| 1 | Tibor Fomin, Tamás Rozgonyi, Csaba Szepesvári, András Lörincz |
Self-Organizing Multi-Resolution Grid for Motion Planning and Control. |
Int. J. Neural Syst. |
1996 |
DBLP BibTeX RDF |
|
| 1 | Csaba Szepesvári, András Lörincz |
Approximate geometry representations and sensory fusion. |
Neurocomputing |
1996 |
DBLP DOI BibTeX RDF |
|
| 1 | Csaba Szepesvári, András Lörincz |
Inverse Dynamics Controllers for Robust Control: Consequences for Neurocontrollers. |
ICANN |
1996 |
DBLP DOI BibTeX RDF |
|
| 1 | Michael L. Littman, Csaba Szepesvári |
A Generalized Reinforcement-Learning Model: Convergence and Applications. |
ICML |
1996 |
DBLP BibTeX RDF |
|
| 1 | Csaba Szepesvári, László Balázs, András Lörincz |
Topology Learning Solved by Extended Objects: A Neural Network Model. |
Neural Computation |
1994 |
DBLP DOI BibTeX RDF |
|
![[Valid RSS]](Pics/valid-rss.png "Validate my RSS feed")