Shalabh+Bhatnagar

an Indian computer scientist, Assistant Professor at //Department of Computer Science and Automation//, [|Indian Institute of Science], [|Bangalore], [|India]. His research interests are in control/optimization in stochastic dynamic systems, including Reinforcement Learning. || toc =Selected Publications=
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 * [[image:shalabh_new.jpg link="http://stochastic.csa.iisc.ernet.in/%7Eshalabh/"]] ||~  || **Shalabh Bhatnagar**,
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2005 ...

 * Shalabh Bhatnagar, S. Kumar (**2005**). //A reinforcement learning based algorithm for Markov decision processes//. Proceedings of International Conference on Intelligent Sensing and Information Processing (ICISIP), pp.199-204, Chennai, India
 * M.S. Abdulla, Shalabh Bhatnagar (**2007**). //Reinforcement learning based algorithms for average cost Markov decision processes//. Discrete Event Dynamic Systems, Vol.17, No.1, pp.23-52
 * Hamid Reza Maei, Csaba Szepesvári, Shalabh Bhatnagar, Doina Precup, David Silver, Richard Sutton (**2009**). //Convergent Temporal-Difference Learning with Arbitrary Smooth Function Approximation.// Accepted in Advances in Neural Information Processing Systems 22, Vancouver, BC. December 2009. MIT Press. [|pdf]
 * Richard Sutton, Hamid Reza Maei, Doina Precup, Shalabh Bhatnagar, David Silver, Csaba Szepesvári, Eric Wiewiora. (**2009**). //Fast Gradient-Descent Methods for Temporal-Difference Learning with Linear Function Approximation//. In Proceedings of the 26th International Conference on Machine Learning (ICML-09). [|pdf]

2010 ...

 * Shalabh Bhatnagar, H. L. Prasad, L.A. Prashanth (**2013**). //[|Stochastic Recursive Algorithms for Optimization: Simultaneous Perturbation Methods]//. [|Lecture Notes in Control and Information Sciences], Vol. 434, [|Springer] » SPSA

=External Links=
 * [|Shalabh Bhatnagar - Home Page]
 * [|Shalabh Bhatnagar - Google Scholar Citations]

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