Vidwan-ID : 66063



  • Prof Shalabh Bhatnagar

  • Professor
  • Indian Institute of Science, Bangalore
Publications 1995 - 2024

Publications

  • 97
    Journal Articles
  • 15
    Book Chapter
  • 2
    Book
  • 99
    Conference
    Proceedings
  • 2
    Editorial
  • 10
    Projects
  • 55
  • 5
  • 123

Citations / H-Index

2936 Citations
25 h-index
2215 Citations

Altmetrics

108
16
30
480
16

Google Scholar

Co-author Network


Expertise

Telecommunications

Stochastic approximation algorithms, Stochastic control, Reinforcement learning, Simulation optimization, Vehicular traffic controlehicular traffic control, autonomous systems, Communication/wireless networks and smart grids

Personal Information

Prof Shalabh Bhatnagar

Male
Department of Computer Science and Automation Indian Institute of sciences
Bengaluru, Karnataka, India - 560012


Experience

  • Professor

    Computer Science and Automation

    Indian Institute of Science, Bangalore

  • Associate Professor

    Computer Science and Automation

    Indian Institute of Science, Bangalore

  • Assistant Professor

    Computer Science and Automation

    Indian Institute of Science, Bangalore


Qualification

  • Ph.D

    Indian Institute of Science, Bangalore

  • M E

    Indian Institute of Science, Bangalore

  • B.Sc

    Indian Institute of Science, Bangalore


Honours and Awards

2019

Prof. Rustom Choksi Award

Indian Institute of Science, Bengaluru

2017

INSA Fellow

Indian National Science Academy

2017

ACCS-CDAC Foundation Award

Advanced Computing and Communications Society, India

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2019

Prof. Rustom Choksi Award

Indian Institute of Science, Bengaluru

2017

INSA Fellow

Indian National Science Academy

2017

ACCS-CDAC Foundation Award

Advanced Computing and Communications Society, India

2015

Prof. Satish Dhawan Young Engineer Award

Govt. of Karnataka

2015

Dr. Rajkumar Varshney Award

Systems Society of India

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Doctoral Theses Guided

2021

Novel Reinforcement Learning Algorithms and Applications to Hybrid Control Design Problems

Gandhi, Meet, Indian Institute of Science Bengaluru

2020

Algorithms for Challenges to Practical Reinforcement Learning

Sindhu, P R, Indian Institute of Science, Bengaluru

2020

Algorithms for Stochastic Optimization, Statistical Estimation and Markov Decision Processes

Kamanchi, Chandramouli, Indian Institute of Science Bengaluru

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2021

Novel Reinforcement Learning Algorithms and Applications to Hybrid Control Design Problems

Gandhi, Meet, Indian Institute of Science Bengaluru

2020

Algorithms for Challenges to Practical Reinforcement Learning

Sindhu, P R, Indian Institute of Science, Bengaluru

2020

Algorithms for Stochastic Optimization, Statistical Estimation and Markov Decision Processes

Kamanchi, Chandramouli, Indian Institute of Science Bengaluru

2020

Decision Making under Uncertainty : Reinforcement Learning Algorithms and Applications in Cloud Computing, Crowdsourcing and Predictive Analytics

John, Indu, Indian Institute of Science Bengaluru

2020

Representing Networks: Centrality, Node Embeddings, Community Outliers and Graph Representation

Bandyopadhyay, Sambaran, Indian Institute of Science Bengaluru

2018

Stochastic Approximation with Markov Noise: Analysis and applications in reinforcement learning

Karmakar, Prasenjit, Indian Institute of Science Bengaluru

2017

Optimization Algorithms for Deterministic, Stochastic and Reinforcement Learning Settings

Joseph, Ajin George, Indian Institute of Science Bengaluru

2017

Scalable Sprase Bayesian Nonparametric and Matrix Tri-factorization Models for Text Mining Applications

Ranganath, B N, Indian Institute of Science Bengaluru

2017

Stochastic approximation with set-valued maps and Markov noise: Theoretical foundations and applications

Bhatnagar, Shalabh, Indian Institute of Science Bengaluru

2016

Feature Adaptation Algorithms for Reinforcement Learning with Applications to Wireless Sensor Networks And Road Traffic Control

Prabuchandran, K J, Indian Institute of Science Bengaluru

2016

Stochastic Approximation Algorithms with Set-valued Dynamics : Theory and Applications

Ramaswamy, Arunselvan, Indian Institute of Science Bengaluru

2015

Approximate Dynamic Programming and Reinforcement Learning - Algorithms, Analysis and an Application

Lakshminarayanan, Chandrashekar, Indian Institute of Science Bengaluru

2014

Algorithms for Product Pricing and Energy Allocation in Energy Harvesting Sensor Networks

Sindhu, P R , Indian Institute of Science Bengaluru

2013

Resource Allocation for Sequential Decision Making Under Uncertainaty : Studies in Vehicular Traffic Control, Service Systems, Sensor Networks and Mechanism Design

Prashanth, L A, Indian Institute of Science Bengaluru

2012

Algorithms For Stochastic Games And Service Systems

Prasad, H L, Indian Institute of Science Bengaluru

2012

Online Learning and Simulation Based Algorithms for Stochastic Optimization

Lakshmanan, K, Indian Institute of Science Bengaluru

2008

Simulation Based Algorithms For Markov Decision Process And Stochastic Optimization

Abdulla, Mohammed Shahid, Indian Institute of Science Bengaluru

2006

On Generalized Measures Of Information With Maximum And Minimum Entropy Prescriptions

Dukkipati, Ambedkar, Indian Institute of Science Bengaluru

2005

A Nonlinear Stochastic Optimization Framework For RED

Patro, Rajesh Kumar, Indian Institute of Science Bengaluru

2004

Online Optimization Of RED Routers

Vaidya, Rahul, Indian Institute of Science, Bengaluru

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Research Projects

Control in Sensor Networks using Reinforcement Learning

Funding Agency : Defence Research and Development Organisation

A Complex Systems Approach for Predictable Job Completion in Business Process Crowdsourcing

Funding Agency : Xerox Corporation, USA

Efficient Algorithms for Optimization and Control of Stochastic Systems

Funding Agency : Department of Science and Technology

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Control in Sensor Networks using Reinforcement Learning

Funding Agency : Defence Research and Development Organisation

A Complex Systems Approach for Predictable Job Completion in Business Process Crowdsourcing

Funding Agency : Xerox Corporation, USA

Efficient Algorithms for Optimization and Control of Stochastic Systems

Funding Agency : Department of Science and Technology

Smart Transportation and Mobility Solutions

Funding Agency : Robert Bosch Centre for Cyber Physical Systems, IISc.

Wireless Sensor Networks for Monitoring and Inference

Funding Agency : IISc-CDAC

Probabilistic Models and Reinforcement Learning

Funding Agency : EMC, Bangalore

Algorithms for Performance Optimization in Wireless Networks

Funding Agency : Department of Science and Technology (DST), Government of India

Study of Research Issues related to pattern analysis and recognition

Funding Agency : Satyam Computer Services Ltd., Bangalore

Control of Communication Networks

Funding Agency : Department of Science and Technology (DST), Government of India

Performance, Figure of Merit Investigations for UMTS, HSDPA, HSUPA and 3GPP-WLAN Mobile Handsets - MAC and Higher Layers

Funding Agency : Texas Instruments (India)

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Patents




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