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1

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

Joseph, Ajin George, Bhatnagar, Shalabh

Journal:

Machine Learning

Year:

2018

Language:

english

File:

PDF, 1.98 MB

english, 2018

2

Actor-critic algorithms for hierarchical Markov decision processes

Shalabh Bhatnagar, J. Ranjan Panigrahi

Journal:

Year:

2006

Language:

english

File:

PDF, 257 KB

english, 2006

3

An actor–critic algorithm with function approximation for discounted cost constrained Markov decision processes

Shalabh Bhatnagar

Journal:

Systems & Control Letters

Year:

2010

Language:

english

File:

PDF, 269 KB

english, 2010

4

Smoothed Functional Algorithms for Stochastic Optimization Using q -Gaussian Distributions

Ghoshdastidar, Debarghya, Dukkipati, Ambedkar, Bhatnagar, Shalabh

Journal:

ACM Transactions on Modeling and Computer Simulation

Year:

2014

Language:

english

File:

PDF, 606 KB

english, 2014

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

[IEEE 2019 IEEE 4th International Workshops on Foundations and Applications of Self* Systems (FASW) - Umea, Sweden (2019.6.16-2019.6.20)] 2019 IEEE 4th International Workshops on Foundations and Applications of Self Systems (FAS*W) - Efficient Adaptive Resource Provisioning for Cloud Applications using Reinforcement Learning

John, Indu, Sreekantan, Aiswarya, Bhatnagar, Shalabh

Year:

2019

Language:

english

File:

PDF, 64 KB

english, 2019

7

Natural actor–critic algorithms

Shalabh Bhatnagar, Richard S. Sutton, Mohammad Ghavamzadeh, Mark Lee

Journal:

Year:

2009

Language:

english

File:

PDF, 2.49 MB

english, 2009

8

Gelfand–Yaglom–Perez theorem for generalized relative entropy functionals

Ambedkar Dukkipati, Shalabh Bhatnagar, M. Narasimha Murty

Journal:

Information Sciences

Year:

2007

Language:

english

File:

PDF, 167 KB

english, 2007

9

Nonextensive triangle equality and other properties of Tsallis relative-entropy minimization

Ambedkar Dukkipati, M. Narasimha Murty, Shalabh Bhatnagar

Journal:

Physica A: Statistical Mechanics and its Applications

Year:

2006

Language:

english

File:

PDF, 210 KB

english, 2006

10

Reinforcement Learning Based Algorithms for Average Cost Markov Decision Processes

Mohammed Shahid Abdulla, Shalabh Bhatnagar

Journal:

Discrete Event Dynamic Systems

Year:

2007

Language:

english

File:

PDF, 632 KB

english, 2007

11

Two-timescale algorithms for simulation optimization of hidden Markov models

Shalabh Bhatnagar, Michael C. Fu, Steven I. Marcus, Shashank Bhatnagar

Journal:

IIE Transactions

Year:

2001

Language:

english

File:

PDF, 207 KB

english, 2001

12

An Online Actor–Critic Algorithm with Function Approximation for Constrained Markov Decision Processes

Shalabh Bhatnagar, K. Lakshmanan

Journal:

Journal of Optimization Theory and Applications

Year:

2012

Language:

english

File:

PDF, 871 KB

english, 2012

13

Newton-based stochastic optimization using q-Ga

Ghoshdastidar, Debarghya, Dukkipati, Ambedkar, Bhatnagar, Shalabh

Journal:

Year:

2014

Language:

english

File:

PDF, 512 KB

english, 2014

14

[IEEE 2014 Sixth International Conference on Communication Systems and Networks (COMSNETS) - Bangalore, India (2014.01.6-2014.01.10)] 2014 Sixth International Conference on Communication Systems and Networks (COMSNETS) - Adaptive sleep-wake control using reinforcement learning in sensor networks

Prashanth, L A, Chatterjee, Abhranil, Bhatnagar, Shalabh

Year:

2014

Language:

english

File:

PDF, 1.21 MB

english, 2014

15

[IEEE 2011 14th International IEEE Conference on Intelligent Transportation Systems - (ITSC 2011) - Washington, DC, USA (2011.10.5-2011.10.7)] 2011 14th International IEEE Conference on Intelligent Transportation Systems (ITSC) - Reinforcement learning with average cost for adaptive control of traffic lights at intersections

Prashanth, L A, Bhatnagar, Shalabh

Year:

2011

Language:

english

File:

PDF, 584 KB

english, 2011

16

A simulation-based algorithm for optimal pricing policy under demand uncertainty

Chakravarty, Saswata, Padakandla, Sindhu, Bhatnagar, Shalabh

Journal:

International Transactions in Operational Research

Year:

2014

Language:

english

File:

PDF, 809 KB

english, 2014

17

[IEEE 2012 IEEE International Symposium on Information Theory - ISIT - Cambridge, MA, USA (2012.07.1-2012.07.6)] 2012 IEEE International Symposium on Information Theory Proceedings - q-Gaussian based Smoothed Functional algorithms for stochastic optimization

Ghoshdastidar, Debarghya, Dukkipati, Ambedkar, Bhatnagar, Shalabh

Year:

2012

Language:

english

File:

PDF, 205 KB

english, 2012

18

Stochastic approximation algorithms for constrained optimization via simulation

Bhatnagar, Shalabh, Hemachandra, N., Mishra, Vivek Kumar

Journal:

ACM Transactions on Modeling and Computer Simulation

Year:

2011

Language:

english

File:

PDF, 240 KB

english, 2011

19

Energy Sharing for Multiple Sensor Nodes With Finite Buffers

Padakandla, Sindhu, K. J., Prabuchandran, Bhatnagar, Shalabh

Journal:

IEEE Transactions on Communications

Year:

2015

Language:

english

File:

PDF, 2.79 MB

english, 2015

20

Adaptive Newton-based multivariate smoothed functional algorithms for simulation optimization

Bhatnagar, Shalabh

Journal:

ACM Transactions on Modeling and Computer Simulation

Year:

2007

Language:

english

File:

PDF, 314 KB

english, 2007

21

Adaptive multivariate three-timescale stochastic approximation algorithms for simulation based optimization

Bhatnagar, Shalabh

Journal:

ACM Transactions on Modeling and Computer Simulation

Year:

2005

Language:

english

File:

PDF, 253 KB

english, 2005

22

Optimal parameter trajectory estimation in parameterized SDEs

Bhatnagar, Shalabh, Karmeshu,, Mishra, Vivek Kumar

Journal:

ACM Transactions on Modeling and Computer Simulation

Year:

2009

Language:

english

File:

PDF, 430 KB

english, 2009

23

Two-timescale simultaneous perturbation stochastic approximation using deterministic perturbation sequences

Bhatnagar, Shalabh, Fu, Michael C., Marcus, Steven I., Wang, I-Jeng

Journal:

ACM Transactions on Modeling and Computer Simulation

Year:

2003

Language:

english

File:

PDF, 288 KB

english, 2003

24

A stability criterion for two timescale stochastic approximation schemes

Lakshminarayanan, Chandrashekar, Bhatnagar, Shalabh

Journal:

Year:

2017

Language:

english

File:

PDF, 571 KB

english, 2017

25

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

Joseph, Ajin George, Bhatnagar, Shalabh

Journal:

Machine Learning

Year:

2018

Language:

english

File:

PDF, 1.76 MB

english, 2018

26

[IEEE 2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) - Aalborg (2018.10.29-2018.10.31)] 2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) - A unified decision making framework for supply and demand management in microgrid networks

Bharadwaj, D. Raghuram, Reddy, D. Sai Koti, Bhatnagar, Shalabh

Year:

2018

Language:

english

File:

PDF, 8 KB

english, 2018

27

Stability of Stochastic Approximations With “Controlled Markov” Noise and Temporal Difference Learning

Ramaswamy, Arunselvan, Bhatnagar, Shalabh

Journal:

IEEE Transactions on Automatic Control

Year:

2019

Language:

english

File:

PDF, 331 KB

english, 2019

28

[IEEE 2020 IEEE 31st Annual International Symposium on Personal, Indoor and Mobile Radio Communications - London, United Kingdom (2020.8.31-2020.9.3)] 2020 IEEE 31st Annual International Symposium on Personal, Indoor and Mobile Radio Communications - Learning-Based Resource Allocation in Industrial IoT Systems

Padakandla, Sindhu, Rao, Shilpa, Bhatnagar, Shalabh

Year:

2020

File:

PDF, 392 KB

2020

29

Monte-Carlo estimation of time-dependent statistical characteristics of random dynamical systems

Shalabh Bhatnagar, Karmeshu

Journal:

Applied Mathematical Modelling

Year:

2011

Language:

english

File:

PDF, 631 KB

english, 2011

30

On measure-theoretic aspects of nonextensive entropy functionals and corresponding maximum entropy prescriptions

Ambedkar Dukkipati, Shalabh Bhatnagar, M. Narasimha Murty

Journal:

Physica A: Statistical Mechanics and its Applications

Year:

2007

Language:

english

File:

PDF, 240 KB

english, 2007

31

New algorithms of the Q-learning type

Shalabh Bhatnagar, K. Mohan Babu

Journal:

Year:

2008

Language:

english

File:

PDF, 284 KB

english, 2008

32

Overlap pattern synthesis with an efficient nearest neighbor classifier

P. Viswanath, Narasimha Murty, Shalabh Bhatnagar

Journal:

Pattern Recognition

Year:

2005

Language:

english

File:

PDF, 226 KB

english, 2005

33

A probabilistic constrained nonlinear optimization framework to optimize RED parameters

Rajesh Kumar Patro, Shalabh Bhatnagar

Journal:

Performance Evaluation

Year:

2009

Language:

english

File:

PDF, 8.95 MB

english, 2009

34

The Borkar–Meyn theorem for asynchronous stochastic approximations

Shalabh Bhatnagar

Journal:

Systems & Control Letters

Year:

2011

Language:

english

File:

PDF, 265 KB

english, 2011

35

A time aggregation approach to Markov decision processes

Xi-Ren Cao, Zhiyuan Ren, Shalabh Bhatnagar, Michael Fu, Steven Marcus

Journal:

Year:

2002

Language:

english

File:

PDF, 247 KB

english, 2002

36

An optimal fuel-injection policy for performance enhancement in internal combustion engines

V H Gupta, Shalabh Bhatnagar

Journal:

Year:

1997

Language:

english

File:

PDF, 397 KB

english, 1997

37

An efficient ad recommendation system for TV programs

Sudha Velusamy, Lakshmi Gopal, Shalabh Bhatnagar, Sridhar Varadarajan

Journal:

Multimedia Systems

Year:

2008

Language:

english

File:

PDF, 853 KB

english, 2008

38

Optimal Threshold Policies for Admission Control in Communication Networks via Discrete Parameter Stochastic Approximation

Shalabh Bhatnagar, I. Bala Bhaskar Reddy

Journal:

Telecommunication Systems

Year:

2005

Language:

english

File:

PDF, 163 KB

english, 2005

39

Robust optimization of Random Early Detection

Rahul Vaidya, Shalabh Bhatnagar

Journal:

Telecommunication Systems

Year:

2006

Language:

english

File:

PDF, 1.99 MB

english, 2006

40

An efficient algorithm for scheduling in bluetooth piconets and scatternets

G. Ramana Reddy, Shalabh Bhatnagar, V. Rakesh, Vijay Prakash Chaturvedi

Journal:

Wireless Networks

Year:

2010

Language:

english

File:

PDF, 824 KB

english, 2010

41

Fusion of multiple approximate nearest neighbor classifiers for fast and efficient classification

P. Viswanath, M. Narasimha Murty, Shalabh Bhatnagar

Journal:

Information Fusion

Year:

2004

Language:

english

File:

PDF, 342 KB

english, 2004

42

Partition based pattern synthesis technique with efficient algorithms for nearest neighbor classification

P. Viswanath, M. Narasimha Murty, Shalabh Bhatnagar

Journal:

Pattern Recognition Letters

Year:

2006

Language:

english

File:

PDF, 252 KB

english, 2006

43

Optimal multi-layered congestion based pricing schemes for enhanced QoS

Koteswara Rao Vemu, Shalabh Bhatnagar, N. Hemachandra

Journal:

Computer Networks

Year:

2012

Language:

english

File:

PDF, 462 KB

english, 2012

44

[IEEE 2012 50th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Monticello, IL, USA (2012.10.1-2012.10.5)] 2012 50th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - A novel Q-learning algorithm with function approximation for constrained Markov decision processes

Lakshmanan, K., Bhatnagar, Shalabh

Year:

2012

Language:

english

File:

PDF, 354 KB

english, 2012

45

Adaptive Smoothed Functional Algorithms for Optimal Staffing Levels in Service Systems

Prasad, H. L., Prashanth, L. A., Bhatnagar, Shalabh, Desai, Nirmit

Journal:

Service Science

Year:

2013

Language:

english

File:

PDF, 1.26 MB

english, 2013

46

Q-Learning Based Energy Management Policies for a Single Sensor Node with Finite Buffer

Prabuchandran, K. J., Meena, Sunil Kumar, Bhatnagar, Shalabh

Journal:

IEEE Wireless Communications Letters

Year:

2013

Language:

english

File:

PDF, 145 KB

english, 2013

47

Simultaneous Perturbation Newton Algorithms for Simulation Optimization

Bhatnagar, Shalabh, Prashanth, L. A.

Journal:

Journal of Optimization Theory and Applications

Year:

2015

Language:

english

File:

PDF, 842 KB

english, 2015

48

[IEEE Proceedings of the 45th IEEE Conference on Decision and Control - San Diego, CA, USA (2006.12.13-2006.12.15)] Proceedings of the 45th IEEE Conference on Decision and Control - A Reinforcement Learning Based Algorithm for Finite Horizon Markov Decision Processes

Bhatnagar, Shalabh, Abdulla, Mohammed Shahid

Year:

2006

Language:

english

File:

PDF, 184 KB

english, 2006

49

Feature Search in the Grassmanian in Online Reinforcement Learning

Bhatnagar, Shalabh, Borkar, Vivek S., Prabuchandran, K. J.

Journal:

IEEE Journal of Selected Topics in Signal Processing

Year:

2013

Language:

english

File:

PDF, 2.79 MB

english, 2013

50

[IEEE 2008 IEEE 10th Workshop on Multimedia Signal Processing (MMSP) - Cairns, Queensland (2008.10.8-2008.10.10)] 2008 IEEE 10th Workshop on Multimedia Signal Processing - SPSA based feature relevance estimation for video retrieval

Velusamy, Sudha, Bhatnagar, Shalabh, Basavaraja, S.V., Sridhar, V.

Year:

2008

Language:

english

File:

PDF, 251 KB

english, 2008