K. Lakshmanan
Assistant Professor
Department of Computer science and engeneering
Indian Institute of Technology, BHU
India
Biography
A researcher of Indian Institute of Teachnology of Banaras Hindu University (BHU)in the department of Department of Computer science and Engineering.
Research Interest
Reinforcement Learning, Machine learning, Stochastic Optimization
Publications
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S. Bhatnagar and Lakshmanan K., An Online Actor–Critic Algorithm with Function Approximation for Constrained Markov Decision Processes, Journal of Optimization Theory and Applications, Vol 153, No. 3, pp. 688-708, 2012
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S. Bhatnagar and Lakshmanan K., Multiscale Q-learning with Linear Function Approximation, Discrete Event Dynamic Systems, Vol 26, Issue 3, pp. 477-509, 2016
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K. Lakshmanan and S. Bhatnagar, Quasi-Newton Smoothed Functional Algorithms for Unconstrained and Constrained Simulation Optimization, Computational Optimization and Applications, Vol 66 Issue 3, pp. 533-556, 2017
