Shalabh Bhatnagar
Shalabh Bhatnagar
Professor in the Department of Computer Science and Automation, Indian Institute of Science
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Cytowane przez
Fast gradient-descent methods for temporal-difference learning with linear function approximation
RS Sutton, HR Maei, D Precup, S Bhatnagar, D Silver, C Szepesvári, ...
Proceedings of the 26th Annual International Conference on Machine Learning …, 2009
Natural Actor Critic Algorithms
S Bhatnagar, R Sutton, M Ghavamzadeh, Mohammed and Lee
Automatica 45 (11), 2471-2482, 2009
Reinforcement learning with function approximation for traffic signal control
LA Prashanth, S Bhatnagar
IEEE Transactions on Intelligent Transportation Systems 12 (2), 412-421, 2010
Toward off-policy learning control with function approximation
HR Maei, C Szepesvári, S Bhatnagar, RS Sutton
Proceedings of the 27th International Conference on Machine Learning (ICML …, 2010
Convergent temporal-difference learning with arbitrary smooth function approximation.
HR Maei, C Szepesvari, S Bhatnagar, D Precup, D Silver, RS Sutton
NIPS, 1204-1212, 2009
Incremental natural actor-critic algorithms
S Bhatnagar, M Ghavamzadeh, M Lee, RS Sutton
Advances in neural information processing systems 20, 105-112, 2007
Stochastic Recursive Algorithms for Optimization: Simultaneous Perturbation Methods
HLPLAP S.Bhatnagar
Stochastic Recursive Algorithms for Optimization: Simultaneous Perturbation …, 2013
Two-timescale simultaneous perturbation stochastic approximation using deterministic perturbation sequences
S Bhatnagar, MC Fu, SI Marcus, IJ Wang
ACM Transactions on Modeling and Computer Simulation (TOMACS) 13 (2), 180-209, 2003
A time aggregation approach to Markov decision processes
XR Cao, Z Ren, S Bhatnagar, M Fu, S Marcus
Automatica 38 (6), 929-943, 2002
Adaptive multivariate three-timescale stochastic approximation algorithms for simulation based optimization
S Bhatnagar
ACM Transactions on Modeling and Computer Simulation (TOMACS) 15 (1), 74-107, 2005
Multi-agent reinforcement learning for traffic signal control
KJ Prabuchandran, HK AN, S Bhatnagar
17th International IEEE Conference on Intelligent Transportation Systems …, 2014
Adaptive Newton-based multivariate smoothed functional algorithms for simulation optimization
S Bhatnagar
ACM Transactions on Modeling and Computer Simulation (TOMACS) 18 (1), 1-35, 2007
Two-timescale algorithms for simulation optimization of hidden Markov models
S Bhatnagar, MC Fu, SI Marcus, S Bhatnagar
Iie Transactions 33 (3), 245-258, 2001
An actor–critic algorithm with function approximation for discounted cost constrained Markov decision processes
S Bhatnagar
Systems & Control Letters 59 (12), 760-766, 2010
A two time scale stochastic approximation scheme for simulation based parametric optimization
S Bhatnagar, V Borkar
Probability in the Engineering and Informational Sciences 12, 519-531, 1998
An online actor–critic algorithm with function approximation for constrained markov decision processes
S Bhatnagar, K Lakshmanan
Journal of Optimization Theory and Applications 153 (3), 688-708, 2012
Q-learning based energy management policies for a single sensor node with finite buffer
KJ Prabuchandran, SK Meena, S Bhatnagar
IEEE Wireless Communications Letters 2 (1), 82-85, 2012
An efficient ad recommendation system for TV programs
S Velusamy, L Gopal, S Bhatnagar, S Varadarajan
Multimedia Systems 14 (2), 73-87, 2008
A simultaneous perturbation stochastic approximation-based actor-critic algorithm for Markov decision processes
S Bhatnagar, S Kumar
IEEE Transactions on Automatic Control 49 (4), 592-598, 2004
Two-timescale algorithms for learning Nash equilibria in general-sum stochastic games
HL Prasad, P LA, S Bhatnagar
Proceedings of the 2015 International Conference on Autonomous Agents and …, 2015
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