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Shalabh Bhatnagar
Shalabh Bhatnagar
Professor in the Department of Computer Science and Automation, Indian Institute of Science
Verified email at iisc.ac.in - Homepage
Title
Cited by
Cited by
Year
Incremental natural actor-critic algorithms
S Bhatnagar, M Ghavamzadeh, M Lee, RS Sutton
Advances in neural information processing systems 20, 2007
7632007
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
6192009
Reinforcement learning with function approximation for traffic signal control
LA Prashanth, S Bhatnagar
IEEE Transactions on Intelligent Transportation Systems 12 (2), 412-421, 2010
3142010
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
2922010
Convergent temporal-difference learning with arbitrary smooth function approximation
H Maei, C Szepesvari, S Bhatnagar, D Precup, D Silver, RS Sutton
Advances in neural information processing systems 22, 2009
2882009
Stochastic Recursive Algorithms for Optimization: Simultaneous Perturbation Methods
HLPLAP S.Bhatnagar
Stochastic Recursive Algorithms for Optimization: Simultaneous Perturbation …, 2013
189*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
1132003
Memory-based deep reinforcement learning for obstacle avoidance in UAV with limited environment knowledge
A Singla, S Padakandla, S Bhatnagar
IEEE transactions on intelligent transportation systems 22 (1), 107-118, 2019
1012019
A time aggregation approach to Markov decision processes
XR Cao, Z Ren, S Bhatnagar, M Fu, S Marcus
Automatica 38 (6), 929-943, 2002
882002
Multi-agent reinforcement learning for traffic signal control
KJ Prabuchandran, HK AN, S Bhatnagar
17th International IEEE Conference on Intelligent Transportation Systems …, 2014
862014
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
782012
An actor–critic algorithm with function approximation for discounted cost constrained Markov decision processes
S Bhatnagar
Systems & Control Letters 59 (12), 760-766, 2010
772010
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
762005
Reinforcement learning algorithm for non-stationary environments
S Padakandla, P KJ, S Bhatnagar
Applied Intelligence 50 (11), 3590-3606, 2020
712020
Reinforcement learning with average cost for adaptive control of traffic lights at intersections
LA Prashanth, S Bhatnagar
2011 14th International IEEE Conference on Intelligent Transportation …, 2011
622011
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
602007
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
602001
Two time-scale stochastic approximation with controlled Markov noise and off-policy temporal-difference learning
P Karmakar, S Bhatnagar
Mathematics of Operations Research 43 (1), 130-151, 2018
562018
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
522015
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
522012
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