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1

Algorithms for Reinforcement Learning

Szepesvári, Csaba

Journal:

Synthesis Lectures on Artificial Intelligence and Machine Learning

Year:

2010

Language:

english

File:

PDF, 1.60 MB

english, 2010

2

Model selection in reinforcement learning

Amir-massoud Farahmand, Csaba Szepesvári

Journal:

Machine Learning

Year:

2011

Language:

english

File:

PDF, 1.09 MB

english, 2011

3

Training parsers by inverse reinforcement learning

Gergely Neu, Csaba Szepesvári

Journal:

Machine Learning

Year:

2009

Language:

english

File:

PDF, 811 KB

english, 2009

4

Convergence Results for Single-Step On-Policy Reinforcement-Learning Algorithms

Satinder Singh, Tommi Jaakkola, Michael L. Littman, Csaba Szepesvári

Journal:

Machine Learning

Year:

2000

Language:

english

File:

PDF, 117 KB

english, 2000

5

[ACM Press the 26th Annual International Conference - Montreal, Quebec, Canada (2009.06.14-2009.06.18)] Proceedings of the 26th Annual International Conference on Machine Learning - ICML '09 - Fast gradient-descent methods for temporal-difference learning with linear function approximation

Sutton, Richard S., Maei, Hamid Reza, Precup, Doina, Bhatnagar, Shalabh, Silver, David, Szepesvári, Csaba, Wiewiora, Eric

Year:

2009

Language:

english

File:

PDF, 812 KB

english, 2009

6

Universal parameter optimisation in games based on SPSA

Levente Kocsis, Csaba Szepesvári

Journal:

Machine Learning

Year:

2006

Language:

english

File:

PDF, 577 KB

english, 2006

7

Learning near-optimal policies with Bellman-residual minimization based fitted policy iteration and a single sample path

András Antos, Csaba Szepesvári, Rémi Munos

Journal:

Machine Learning

Year:

2008

Language:

english

File:

PDF, 766 KB

english, 2008

8

Module-Based Reinforcement Learning: Experiments with a Real Robot

Zsolt Kalmár, Csaba Szepesvári, András Lörincz

Journal:

Machine Learning

Year:

1998

Language:

english

File:

PDF, 224 KB

english, 1998

9

The grand challenge of computer Go

Gelly, Sylvain, Kocsis, Levente, Schoenauer, Marc, Sebag, Michèle, Silver, David, Szepesvári, Csaba, Teytaud, Olivier

Journal:

Communications of the ACM

Year:

2012

Language:

english

File:

PDF, 898 KB

english, 2012

10

Online Markov Decision Processes Under Bandit Feedback

Neu, Gergely, Gyorgy, Andras, Szepesvari, Csaba, Antos, Andras

Journal:

IEEE Transactions on Automatic Control

Year:

2014

Language:

english

File:

PDF, 5.91 MB

english, 2014

11

Uncertainty, performance, and model dependency in approximate adaptive nonlinear control

French, M., Szepesvari, C., Rogers, E.

Journal:

IEEE Transactions on Automatic Control

Year:

2000

Language:

english

File:

PDF, 260 KB

english, 2000

12

[IEEE 2009 IEEE International Conference on Robotics and Automation (ICRA) - Kobe (2009.05.12-2009.05.17)] 2009 IEEE International Conference on Robotics and Automation - Model-based and model-free reinforcement learning for visual servoing

Farahmand, A.M., Shademan, A., Jagersand, M., Szepesvari, C.

Year:

2009

Language:

english

File:

PDF, 327 KB

english, 2009

13

OCKHAM'S RAZOR MODELING OF THE MATRISOME CHANNELS OF THE BASAL GANGLIA THALAMOCORTICAL LOOPS

LŐRINCZ, ANDRÁS, HÉVÍZI, GYÖRGY, SZEPESVÁRI, CSABA

Journal:

International Journal of Neural Systems

Year:

2001

Language:

english

File:

PDF, 1.00 MB

english, 2001

14

[ACM Press Twenty-first international conference - Banff, Alberta, Canada (2004.07.04-2004.07.08)] Twenty-first international conference on Machine learning - ICML '04 - Interpolation-based Q-learning

Szepesvári, Csaba, Smart, William D.

Year:

2004

Language:

english

File:

PDF, 239 KB

english, 2004

15

A modular analysis of adaptive (non-)convex optimization: Optimism, composite objectives, variance reduction, and variational bounds

Joulani, Pooria, György, András, Szepesvári, Csaba

Journal:

Theoretical Computer Science

Year:

2019

Language:

english

File:

PDF, 921 KB

english, 2019

16

A diagonal measure and a local distance matrix to display relations between objects and variables

Gergely Tóth, Pál Szepesváry

Journal:

Journal of Chemometrics

Year:

2010

Language:

english

File:

PDF, 540 KB

english, 2010

17

Neutron scintillation detectors investigated with β rays

A. Szepesváry, R. Reinartz, J. Schelten

Journal:

Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment

Year:

1994

Language:

english

File:

PDF, 669 KB

english, 1994

18

The solid state scintillation PSD JULIOS: A fast and high resolution detector system for thermal neutrons

E. Jansen, W. Schäfer, A. Szepesvary, G. Will, R. Kurz

Journal:

Physica B: Condensed Matter

Year:

1989

Language:

english

File:

PDF, 288 KB

english, 1989

19

Position-sensitive scintillation detector JULIOS under experimental conditions at ISIS

E. Jansen, W. Schäfer, A. Szepesvary, G. Will, R. Reinartz, K.D. Müller, H. Tietze, U. Steigenberger

Journal:

Physica B: Condensed Matter

Year:

1992

Language:

english

File:

PDF, 252 KB

english, 1992

20

Update on the Jülich linear and area neutron scintillation detectors

W. Schäfer, E. Jansen, G. Will, A. Szepesvary, R. Reinartz, K.D. Müller

Journal:

Physica B: Condensed Matter

Year:

1995

Language:

english

File:

PDF, 284 KB

english, 1995

21

Comparative study of the thermal behavior of wood and bark of young shoots obtained from an energy plantation

E. Mészáros, E. Jakab, G. Várhegyi, P. Szepesváry, B. Marosvölgyi

Journal:

Journal of Analytical and Applied Pyrolysis

Year:

2004

Language:

english

File:

PDF, 356 KB

english, 2004

22

Exploration–exploitation tradeoff using variance estimates in multi-armed bandits

Jean-Yves Audibert, Rémi Munos, Csaba Szepesvári

Journal:

Theoretical Computer Science

Year:

2009

Language:

english

File:

PDF, 2.04 MB

english, 2009

23

Active learning in heteroscedastic noise

András Antos, Varun Grover, Csaba Szepesvári

Journal:

Theoretical Computer Science

Year:

2010

Language:

english

File:

PDF, 473 KB

english, 2010

24

A computer-aided system for organic functional group determinations

M. Farkas, J. Markos, P. Szepesváry, I. Bartha, G. Szalontai, Z. Simon

Journal:

Analytica Chimica Acta

Year:

1981

Language:

english

File:

PDF, 926 KB

english, 1981

25

Voltammetric studies with silicone rubber-based graphite electrodes

E. Pungor, É. Szepesváry

Journal:

Analytica Chimica Acta

Year:

1968

Language:

english

File:

PDF, 659 KB

english, 1968

26

Potentiometric determination of acids and bases with a silicone rubber-based graphite electrode as indicating electrode

Éva Szepesváry, Ernö Pungor

Journal:

Analytica Chimica Acta

Year:

1971

Language:

english

File:

PDF, 745 KB

english, 1971

27

General principles of algebraic modelling of structural organic analysis

G.G. Székely, P. Szepesváry

Journal:

Analytica Chimica Acta

Year:

1980

Language:

english

File:

PDF, 710 KB

english, 1980

28

Behaviour of membrane graphite electrodes in potentiometric titration of bases and reducing substances in acetic acid media

T.J. Pastor, V.J. Vajgand, Ž. Simonović, É. Szepesváry

Journal:

Analytica Chimica Acta

Year:

1978

Language:

english

File:

PDF, 710 KB

english, 1978

29

Chemometric treatment of chemical engineering data: a case study

L Botár, A Németh, P Szepesváry, T Vidóczy

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

1999

Language:

english

File:

PDF, 342 KB

english, 1999

30

Robust control using inverse dynamics neurocontrollers

Csaba Szepesvári, András Lőrincz

Journal:

Nonlinear Analysis: Theory, Methods & Applications

Year:

1997

Language:

english

File:

PDF, 467 KB

english, 1997

31

Neurocontroller using dynamic state feedback for compensatory control

Csaba Szepesvári, Szabolcs Cimmer, András Lőrincz

Journal:

Neural Networks

Year:

1997

Language:

english

File:

PDF, 1.80 MB

english, 1997

32

Parallel and robust skeletonization built on self-organizing elements

Zsolt Kalmár, Zsolt Marczell, Csaba Szepesvári, András

Journal:

Neural Networks

Year:

1999

Language:

english

File:

PDF, 544 KB

english, 1999

33

An Asymptotic Scaling Analysis of LQ Performance for an Approximate Adaptive Control Design

M. French, Cs. Szepesvári, E. Rogers

Journal:

Mathematics of Control, Signals, and Systems (MCSS)

Year:

2002

Language:

english

File:

PDF, 315 KB

english, 2002

34

LQ performance bounds for adaptive output feedback controllers for functionally uncertain nonlinear systems

M. French, Cs. Szepesvári, E. Rogers

Journal:

Year:

2002

Language:

english

File:

PDF, 217 KB

english, 2002

35

Module-Based Reinforcement Learning: Experiments with a Real Robot

Zsolt Kalmár, Csaba Szepesvári, András Lőrincz

Journal:

Autonomous Robots

Year:

1998

Language:

english

File:

PDF, 211 KB

english, 1998

36

[Lecture Notes in Computer Science] Algorithmic Learning Theory Volume 6925 || Universal Knowledge-Seeking Agents

Kivinen, Jyrki, Szepesvári, Csaba, Ukkonen, Esko, Zeugmann, Thomas

Year:

2011

Language:

english

File:

PDF, 258 KB

english, 2011

37

[Lecture Notes in Computer Science] Algorithmic Learning Theory Volume 6925 || Asymptotically Optimal Agents

Kivinen, Jyrki, Szepesvári, Csaba, Ukkonen, Esko, Zeugmann, Thomas

Year:

2011

Language:

english

File:

PDF, 260 KB

english, 2011

38

An integrated architecture for motion-control and path-planning

Csaba Szepesvári, András Lőrincz

Journal:

Journal of Field Robotics

Year:

1998

Language:

english

File:

PDF, 348 KB

english, 1998

39

The spectrum of one- and two-dimensional neutron scintillation detectors developed in Jülich

A. Szepesváry, R. Reinartz, K. D. Müller, J. Schelten, E. Jansen, W. Schäfer, G. Will

Journal:

Acta Physica Hungarica

Year:

1994

Language:

english

File:

PDF, 1.07 MB

english, 1994

40

Approximate geometry representations and sensory fusion

Csaba Szepesvári, András L'́orincz

Journal:

Year:

1996

Language:

english

File:

PDF, 2.31 MB

english, 1996

41

Models of active learning in group-structured state spaces

Gábor Bartók, Csaba Szepesvári, Sandra Zilles

Journal:

Information and Computation

Year:

2010

Language:

english

File:

PDF, 516 KB

english, 2010

42

Regularized least-squares regression: Learning from a sequence

Amir-massoud Farahmand, Csaba Szepesvári

Journal:

Journal of Statistical Planning and Inference

Year:

2012

Language:

english

File:

PDF, 265 KB

english, 2012

43

Portable self-contained cultures for phage and bacteria made of paper and tape

Funes-Huacca, Maribel, Wu, Alyson, Szepesvari, Eszter, Rajendran, Pavithra, Kwan-Wong, Nicholas, Razgulin, Andrew, Shen, Yi, Kagira, John, Campbell, Robert, Derda, Ratmir

Journal:

Year:

2012

Language:

english

File:

PDF, 1.10 MB

english, 2012

44

Voltammetric determination of the chlorine content of aqueous solutions, using a silicone-rubber based graphite electrode

E. Pungor, É. Szepesváry, P. Szepesváry

Journal:

Year:

1970

Language:

english

File:

PDF, 293 KB

english, 1970

45

Behaviour of membrane graphite electrodes in potentiometric titrations of reducing substances with bromine in acetic acid

T.J. Pastor, M.M. Pastor, Ž. Simonović, É. Szepesváry

Journal:

Year:

1982

Language:

english

File:

PDF, 291 KB

english, 1982

46

A Unified Analysis of Value-Function-Based Reinforcement-Learning Algorithms

Szepesvári, Csaba, Littman, Michael L.

Journal:

Neural Computation

Year:

1999

Language:

english

File:

PDF, 313 KB

english, 1999

47

Alignment based kernel learning with a continuous set of base kernels

Arash Afkanpour, Csaba Szepesvári, Michael Bowling

Journal:

Machine Learning

Year:

2013

Language:

english

File:

PDF, 862 KB

english, 2013

48

Toward a classification of finite partial-monitoring games

Antos, András, Bartók, Gábor, Pál, Dávid, Szepesvári, Csaba

Journal:

Theoretical Computer Science

Year:

2013

Language:

english

File:

PDF, 516 KB

english, 2013

49

Guest Editorsʼ introduction

Kivinen, Jyrki, Szepesvári, Csaba, Zeugmann, Thomas

Journal:

Theoretical Computer Science

Year:

2014

Language:

english

File:

PDF, 130 KB

english, 2014

50

[IEEE 2007 IEEE International Symposium on Approximate Dynamic Programming and Reinforcement Learning - Honolulu, HI, USA (2007.04.1-2007.04.5)] 2007 IEEE International Symposium on Approximate Dynamic Programming and Reinforcement Learning - Value-Iteration Based Fitted Policy Iteration: Learning with a Single Trajectory

Antos, Andras, Szepesvari, Csaba, Munos, Remi

Year:

2007

Language:

english

File:

PDF, 209 KB

english, 2007

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