Ministry of Education
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Dr Chandrashekar Lakshminarayanan

vidwan id: 485626
Male

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

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Expertise

  • Computer Science Artificial Intelligence

Publications

Total Articles 14
Books 0
Proceedings 0

Publications

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Scopus

Citations 165
h-index 5

CrossRef

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Citations 36
h-index 3
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Bio

Deep Learning, Reinforcement Learning, Stochastic Approximation and Large Scale Markov Decision Processes

Personal Details

  • Male
  • Assistant Professor , Indian Institute of Technology Madras
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Assistant Professor Feb 2024 – Present
Indian Institute of Technology Madras | Department of Computer Science and Engineering

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Co-Authors (6)

Chandrashekar

Dr Chandrashekar Lakshminarayanan

N/A

K.

K. Gopinath

Indian Institute of Science Bangalore

Harish Guruprasad

Dr Harish Guruprasad Ramaswamy

Indian Institute of Technology Madras

Lakshmi

Dr Lakshmi Narasimhan

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Shalabh

Prof Shalabh Bhatnagar

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Scholarly Work

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Scholarly Publications

Approximate linear programming for decentralized policy iteration in cooperative multi-agent Markov decision processes

Open Access
Article
Year: 2025. Volume: 196 .
Authors: Mandal L.;Lakshminarayanan C.;Bhatnagar S.
DOI 10.1016/j.sysconle.2024.106003
1

DEEP NETWORKS LEARN FEATURES FROM LOCAL DISCONTINUITIES IN THE LABEL FUNCTION

Open Access
Conference Paper
Year: 2025. Pages: 8946-8968 .
Authors: Banerjee P.;Ramaswamy H.G.;Lorik Y.M.;Lakshminarayanan C.

Unsupervised Concept Tagging of Mathematical Questions from Student Explanations

Open Access
Conference Paper
Year: 2023. Volume: 13916 LNAI , Pages: 627-638 .
Authors: Shabana K.M.;Lakshminarayanan C.
DOI 10.1007/978-3-031-36272-9_51
2

CurriculumTutor: An Adaptive Algorithm for Mastering a Curriculum

Open Access
Conference Paper
Year: 2022. Volume: 13355 LNCS , Pages: 319-331 .
Authors: Shabana K.M.;Lakshminarayanan C.;Anil J.K.
DOI 10.1007/978-3-031-11644-5_26
2

Neural path features and neural path kernel: Understanding the role of gates in deep learning

Open Access
Conference Paper
Year: 2020. Volume: 2020-December .
Authors: Lakshminarayanan C.;Singh A.V.
3

DeepAir: Air Quality Prediction using Deep Neural Network

Open Access
Conference Paper
Year: 2019. Volume: 2019-October , Pages: 869-873 .
Authors: Singh P.;Narasimhan T.L.;Lakshminarayanan C.S.
DOI 10.1109/TENCON.2019.8929470
1 7

A Linearly Relaxed Approximate Linear Program for Markov Decision Processes

Open Access
Article
IEEE Transactions on Automatic Control. Year: 2018. Volume: 63 , Issue: 4 , Pages: 1185-1191 .
Authors: Lakshminarayanan C.;Bhatnagar S.;Szepesvari C.
DOI 10.1109/TAC.2017.2743163
6 18

Linear stochastic approximation: How far does constant step-size and iterate averaging go?

Open Access
Conference Paper
Year: 2018. Pages: 1347-1355 .
Authors: Lakshminarayanan C.;Szepesvári C.
93