Ministry of Education
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Dr Ajin George Joseph

vidwan id: 110476
Male

Assistant Professor, Department of Computer Science and Engineering
Indian Institute of Technology, Tirupati

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Expertise

  • Computer Science Information Systems

Publications

Total Articles 17
Books 0
Proceedings 0

Publications

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Scopus

Citations 59
h-index 4

CrossRef

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Citations 17
h-index 2
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Bio

Reinforcement learning, Stochastic approximation algorithms

Personal Details

  • Male
  • Assistant Professor , Indian Institute of Technology, Tirupati
  • Indian Institute of Technology Tirupati, Venkatgiri Road, Yerpedu, Tirupati
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Assistant Professor Apr 2018 – Present
Indian Institute of Technology, Tirupati | Department of Computer Science and Engineering

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Scholarly Work

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Scholarly Publications

Stochastic Approximation Trackers for Model-Based Search

Open Access
Conference Paper
Year: 2019. Pages: 741-748 .
Authors: Joseph A.G.;Bhatnagar S.
DOI 10.1109/ALLERTON.2019.8919816

An incremental off-policy search in a model-free Markov decision process using a single sample path

Open Access
Article
Machine Learning. Year: 2018. Volume: 107 , Issue: 6 , Pages: 969-1011 .
Authors: Joseph A.G.;Bhatnagar S.
DOI 10.1007/s10994-018-5697-1
2 4

An online prediction algorithm for reinforcement learning with linear function approximation using cross entropy method

Open Access
Article
Machine Learning. Year: 2018. Volume: 107 , Issue: 8-10 , Pages: 1385-1429 .
Authors: Joseph A.G.;Bhatnagar S.
DOI 10.1007/s10994-018-5727-z
8 12

An Incremental Fast Policy Search Using a Single Sample Path

Open Access
Conference Paper
Year: 2017. Volume: 10597 LNCS , Pages: 3-10 .
Authors: Joseph A.;Bhatnagar S.
DOI 10.1007/978-3-319-69900-4_1

A model based search method for prediction in model-free Markov decision process

Open Access
Conference Paper
Year: 2017. Volume: 2017-May , Pages: 170-177 .
Authors: Joseph A.G.;Bhatnagar S.
DOI 10.1109/IJCNN.2017.7965851

Bounds for off-policy prediction in reinforcement learning

Open Access
Conference Paper
Year: 2017. Volume: 2017-May , Pages: 3991-3997 .
Authors: Joseph A.G.;Bhatnagar S.
DOI 10.1109/IJCNN.2017.7966359

Revisiting the cross entropy method with applications in stochastic global optimization and reinforcement learning

Open Access
Conference Paper
Year: 2016. Volume: 285 , Pages: 1026-1034 .
Authors: Joseph A.G.;Bhatnagar S.
DOI 10.3233/978-1-61499-672-9-1026
4

A randomized algorithm for continuous optimization

Open Access
Conference Paper
Year: 2016. Pages: 907-918 .
Authors: Joseph A.G.;Bhatnagar S.
DOI 10.1109/WSC.2016.7822152
5 5