Csaba Szepesvári - Publications, H-index & Citations

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Csaba Szepesvári

indian institute of technology (iit) - madras

57H-index

471Paper Count

1.7WCitation Count

Published Papers 20

Publication Date

Guest editorial: special issue on reinforcement learning for real life

MACHINE LEARNING

IF2.9

2021-08-02

OAAI

Li, Yuxi; Geramifard, Alborz; Li, Lihong; Szepesvari, Csaba; Wang, Tao

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Stochastic Optimization in a Cumulative Prospect Theory Framework

IEEE TRANSACTIONS ON AUTOMATIC CONTROL

IF7

2018-09-01

OAAI

Jie, Cheng; Prashanth, L. A.; Fu, Michael; Marcus, Steve; Szepesvari, Csaba

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A Linearly Relaxed Approximate Linear Program for Markov Decision Processes

IEEE TRANSACTIONS ON AUTOMATIC CONTROL

IF7

2018-04-01

OAAI

Lakshminarayanan, Chandrashekar; Bhatnagar, Shalabh; Szepesvari, Csaba

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Online Markov Decision Processes Under Bandit Feedback

IEEE TRANSACTIONS ON AUTOMATIC CONTROL

IF7

2014-03-01

OAAI

Neu, Gergely; Gyoergy, Andras; Szepesvari, Csaba; Antos, Andras

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Alignment based kernel learning with a continuous set of base kernels

MACHINE LEARNING

IF2.9

2013-05-10

PREAI

Afkanpour, Arash; Szepesvari, Csaba; Bowling, Michael

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The Grand Challenge of Computer Go: Monte Carlo Tree Search and Extensions

COMMUNICATIONS OF THE ACM

IF12.2

2012-03-01

122

PREAI

Gelly, Sylvain; Kocsis, Levente; Schoenauer, Marc; Sebag, Michele; Silver, David; Szepesvari, Csaba; Teytaud, Olivier

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Self-organizing multi-resolution grid for motion planning and control

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS

IF6.4

2011-11-21

PREAI

Fomin, T; Rozgonyi, T; Szepesvari, C; Lorincz, A

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Model selection in reinforcement learning

MACHINE LEARNING

IF2.9

2011-06-11

OAAI

Farahmand, Amir-massoud; Szepesvari, Csaba

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Training parsers by inverse reinforcement learning

MACHINE LEARNING

IF2.9

2009-04-11

OAAI

Neu, Gergely; Szepesvari, Csaba

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

MACHINE LEARNING

IF2.9

2007-11-14

241

OAAI

Antos, Andras; Szepesvari, Csaba; Munos, Remi

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Universal parameter optimisation in games based on SPSA

MACHINE LEARNING

IF2.9

2006-03-28

OAAI

Kocsis, Levente; Szepesvari, Csaba

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Prediction of protein functional domains from sequences using artificial neural networks

GENOME RESEARCH

IF5.5

2001-08-01

OAAI

Murvai, J; Vlahovicek, K; Szepesvári, C; Pongor, S

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Convergence results for single-step on-policy reinforcement-learning algorithms

MACHINE LEARNING

IF2.9

2000-01-01

464

OAAI

Singh, S; Jaakkola, T; Littman, ML; Szepesvári, C

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An automatic method for the identification and interpretation of clustered microcalcifications in mammograms

PHYSICS IN MEDICINE AND BIOLOGY

IF3.4

1999-01-01

PREAI

Schmidt, F; Sorantin, E; Szepesvàri, C; Graif, E; Becker, M; Mayer, H; Hartwagner, K

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Parallel and robust skeletonization built on self-organizing elements

NEURAL NETWORKS

IF6.3

1999-01-01

PREAI

Kalmár, Z; Marczell, Z; Szepesvári, C; Lörincz, A

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The SBASE protein domain library, release 6.0:: a collection of annotated protein sequence segments

NUCLEIC ACIDS RESEARCH

IF13.1

1999-01-01

OAAI

Murvai, J; Vlahovicek, K; Barta, E; Szepesvári, C; Acatrinei, C; Pongor, S

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Module-based reinforcement learning: Experiments with a real robot

AUTONOMOUS ROBOTS

IF4.3

1998-01-01

PREAI

Kalmar, Z; Szepesvari, C; Lorincz, A

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Module-based reinforcement learning: Experiments with a real robot

MACHINE LEARNING

IF2.9

1998-01-01

OAAI

Kalmar, Z; Szepesvari, C; Lorincz, A

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Neurocontroller using dynamic state feedback for compensatory control

NEURAL NETWORKS

IF6.3

1997-12-01

PREAI

Szepesvari, C; Cimmer, S; Lorincz, A

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Approximate geometry representations and sensory fusion

NEUROCOMPUTING

IF6.5

1996-07-01

PREAI

Szepesvari, C; Lorincz, A

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Research Directions