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Shalabh Bhatnagar
2010 – today
- 2012
[j35]H. L. Prasad, Shalabh Bhatnagar: General-sum stochastic games: Verifiability conditions for Nash equilibria. Automatica 48(11): 2923-2930 (2012)- [j34]Koteswara Rao Vemu, Shalabh Bhatnagar, N. Hemachandra: Optimal multi-layered congestion based pricing schemes for enhanced QoS. Computer Networks 56(4): 1249-1262 (2012)
- [j33]Shalabh Bhatnagar, K. Lakshmanan: An Online Actor-Critic Algorithm with Function Approximation for Constrained Markov Decision Processes. J. Optimization Theory and Applications 153(3): 688-708 (2012)
- [j32]L. A. Prashanth, Shalabh Bhatnagar: Threshold Tuning Using Stochastic Optimization for Graded Signal Control. IEEE T. Vehicular Technology 61(9): 3865-3880 (2012)
- [c17]Debarghya Ghoshdastidar, Ambedkar Dukkipati, Shalabh Bhatnagar: q-Gaussian based Smoothed Functional algorithms for stochastic optimization. ISIT 2012: 1059-1063
- [i6]Debarghya Ghoshdastidar, Ambedkar Dukkipati, Shalabh Bhatnagar: q-Gaussian based Smoothed Functional Algorithm for Stochastic Optimization. CoRR abs/1202.5665 (2012)
- [i5]Debarghya Ghoshdastidar, Ambedkar Dukkipati, Shalabh Bhatnagar: Properties of Multivariate . CoRR abs/1206.4832 (2012)
- 2011
- [j31]Shalabh Bhatnagar: The Borkar-Meyn theorem for asynchronous stochastic approximations. Systems & Control Letters 60(7): 472-478 (2011)
- [j30]Shalabh Bhatnagar, Vivek Kumar Mishra, N. Hemachandra: Stochastic Algorithms for Discrete Parameter Simulation Optimization. IEEE T. Automation Science and Engineering 8(4): 780-793 (2011)
- [j29]Karmeshu, Shalabh Bhatnagar, Vivek Kumar Mishra: An Optimized SDE Model for Slotted Aloha. IEEE Transactions on Communications 59(6): 1502-1508 (2011)
- [j28]L. A. Prashanth, Shalabh Bhatnagar: Reinforcement Learning With Function Approximation for Traffic Signal Control. IEEE Transactions on Intelligent Transportation Systems 12(2): 412-421 (2011)
- [j27]Shalabh Bhatnagar, N. Hemachandra, Vivek Kumar Mishra: Stochastic approximation algorithms for constrained optimization via simulation. ACM Trans. Model. Comput. Simul. 21(3): 15 (2011)
- [c16]K. Lakshmanan, Shalabh Bhatnagar: Smoothed Functional and Quasi-Newton Algorithms for Routing in Multi-stage Queueing Network with Constraints. ICDCIT 2011: 175-186
- [c15]L. A. Prashanth, H. L. Prasad, Nirmit Desai, Shalabh Bhatnagar, Gargi Banerjee Dasgupta: Stochastic Optimization for Adaptive Labor Staffing in Service Systems. ICSOC 2011: 487-494
- 2010
- [j26]Shalabh Bhatnagar: An actor-critic algorithm with function approximation for discounted cost constrained Markov decision processes. Systems & Control Letters 59(12): 760-766 (2010)
- [j25]Anshuk Chakraborty, Shalabh Bhatnagar: Optimized Policies for the Retransmission Probabilities in Slotted Aloha. Simulation 86(4): 247-261 (2010)
- [j24]G. Ramana Reddy, Shalabh Bhatnagar, V. Rakesh, Vijay Prakash Chaturvedi: An efficient algorithm for scheduling in bluetooth piconets and scatternets. Wireless Networks 16(7): 1799-1816 (2010)
- [c14]Hamid Reza Maei, Csaba Szepesvári, Shalabh Bhatnagar, Richard S. Sutton: Toward Off-Policy Learning Control with Function Approximation. ICML 2010: 719-726
2000 – 2009
- 2009
- [j23]Shalabh Bhatnagar, Richard S. Sutton, Mohammad Ghavamzadeh, Mark Lee: Natural actor-critic algorithms. Automatica 45(11): 2471-2482 (2009)
- [j22]Shalabh Bhatnagar, Rajesh Kumar Patro: A proof of convergence of the B-RED and P-RED algorithms for random early detection. IEEE Communications Letters 13(10): 809-811 (2009)
- [j21]Rajesh Kumar Patro, Shalabh Bhatnagar: A probabilistic constrained nonlinear optimization framework to optimize RED parameters. Perform. Eval. 66(2): 81-104 (2009)
- [j20]Shalabh Bhatnagar, Karmeshu, Vivek Kumar Mishra: Optimal parameter trajectory estimation in parameterized SDEs: An algorithmic procedure. ACM Trans. Model. Comput. Simul. 19(2) (2009)
- [c13]Hengshuai Yao, Shalabh Bhatnagar, Csaba Szepesvári: LMS-2: Towards an algorithm that is as cheap as LMS and almost as efficient as RLS. CDC 2009: 1181-1188
- [c12]Richard S. Sutton, Hamid Reza Maei, Doina Precup, Shalabh Bhatnagar, David Silver, Csaba Szepesvári, Eric Wiewiora: Fast gradient-descent methods for temporal-difference learning with linear function approximation. ICML 2009: 125
- [c11]Hamid Reza Maei, Csaba Szepesvári, Shalabh Bhatnagar, Doina Precup, David Silver, Richard S. Sutton: Convergent Temporal-Difference Learning with Arbitrary Smooth Function Approximation. NIPS 2009: 1204-1212
- [c10]Hengshuai Yao, Richard S. Sutton, Shalabh Bhatnagar, Diao Dongcui, Csaba Szepesvári: Multi-Step Dyna Planning for Policy Evaluation and Control. NIPS 2009: 2187-2195
- [r1]P. Viswanath, M. Narasimha Murty, Shalabh Bhatnagar: Pattern Synthesis for Nonparametric Pattern Recognition. Encyclopedia of Data Warehousing and Mining 2009: 1511-1516
- 2008
- [j19]Shalabh Bhatnagar, K. Mohan Babu: New algorithms of the Q-learning type. Automatica 44(4): 1111-1119 (2008)
- [j18]Sudha Velusamy, Lakshmi Gopal, Shalabh Bhatnagar, Sridhar Varadarajan: An efficient ad recommendation system for TV programs. Multimedia Syst. 14(2): 73-87 (2008)
- [j17]Shalabh Bhatnagar, Mohammed Shahid Abdulla: Simulation-Based Optimization Algorithms for Finite-Horizon Markov Decision Processes. Simulation 84(12): 577-600 (2008)
- [c9]Sudha Velusamy, Shalabh Bhatnagar, S. V. Basavaraja, V. Sridhar: SPSA based feature relevance estimation for video retrieval. MMSP 2008: 598-603
- [c8]Sudha Rani Kolavali, Shalabh Bhatnagar: Ant Colony Optimization Algorithms for Shortest Path Problems. NET-COOP 2008: 37-44
- 2007
- [j16]Mohammed Shahid Abdulla, Shalabh Bhatnagar: Reinforcement Learning Based Algorithms for Average Cost Markov Decision Processes. Discrete Event Dynamic Systems 17(1): 23-52 (2007)
- [j15]Ambedkar Dukkipati, Shalabh Bhatnagar, M. Narasimha Murty: Gelfand-Yaglom-Perez theorem for generalized relative entropy functionals. Inf. Sci. 177(24): 5707-5714 (2007)
- [j14]Shalabh Bhatnagar: Adaptive Newton-based multivariate smoothed functional algorithms for simulation optimization. ACM Trans. Model. Comput. Simul. 18(1) (2007)
- [c7]Sudha Velusamy, Lakshmi Gopal, Sridhar Varadarajan, Shalabh Bhatnagar: Fuzzy Clustering Based Ad Recommendation for TV Programs. EuroITV 2007: 175-184
- [c6]Vijay Prakash Chaturvedi, V. Rakesh, Shalabh Bhatnagar: An Efficient and Optimized Bluetooth Scheduling Algorithm for Piconets. ICDCIT 2007: 19-30
- [c5]Koteswara Rao Vemu, Shalabh Bhatnagar, N. Hemachandra: An Optimal Weighted-Average Congestion Based Pricing Scheme for Enhanced QoS. ICDCIT 2007: 135-145
- [c4]Shalabh Bhatnagar, Richard S. Sutton, Mohammad Ghavamzadeh, Mark Lee: Incremental Natural Actor-Critic Algorithms. NIPS 2007
- 2006
- [j13]Shalabh Bhatnagar, J. Ranjan Panigrahi: Actor-critic algorithms for hierarchical Markov decision processes. Automatica 42(4): 637-644 (2006)
- [j12]Shalabh Bhatnagar, Vivek S. Borkar, Madhukar Akarapu: A Simulation-Based Algorithm for Ergodic Control of Markov Chains Conditioned on Rare Events. Journal of Machine Learning Research 7: 1937-1962 (2006)
- [j11]P. Viswanath, M. Narasimha Murty, Shalabh Bhatnagar: Partition based pattern synthesis technique with efficient algorithms for nearest neighbor classification. Pattern Recognition Letters 27(14): 1714-1724 (2006)
- [c3]Mohammed Shahid Abdulla, Shalabh Bhatnagar: SPSA algorithms with measurement reuse. Winter Simulation Conference 2006: 320-328
- [i4]Ambedkar Dukkipati, M. Narasimha Murty, Shalabh Bhatnagar: On Measure Theoretic definitions of Generalized Information Measures and Maximum Entropy Prescriptions. CoRR abs/cs/0601080 (2006)
- 2005
- [j10]P. Viswanath, M. Narasimha Murty, Shalabh Bhatnagar: Overlap pattern synthesis with an efficient nearest neighbor classifier. Pattern Recognition 38(8): 1187-1195 (2005)
- [j9]Shalabh Bhatnagar, Hemant J. Kowshik: A Discrete Parameter Stochastic Approximation Algorithm for Simulation Optimization. Simulation 81(11): 757-772 (2005)
- [j8]Shalabh Bhatnagar, I. Bala Bhaskar Reddy: Optimal Threshold Policies for Admission Control in Communication Networks via Discrete Parameter Stochastic Approximation. Telecommunication Systems 29(1): 9-31 (2005)
- [j7]Shalabh Bhatnagar: Adaptive multivariate three-timescale stochastic approximation algorithms for simulation based optimization. ACM Trans. Model. Comput. Simul. 15(1): 74-107 (2005)
- [c2]Ambedkar Dukkipati, M. Narasimha Murty, Shalabh Bhatnagar: Information theoretic justification of Boltzmann selection and its generalization to Tsallis case. Congress on Evolutionary Computation 2005: 1667-1674
- [i3]Ambedkar Dukkipati, M. Narasimha Murty, Shalabh Bhatnagar: Uniqueness of Nonextensive entropy under Renyi's Recipe. CoRR abs/cs/0511078 (2005)
- 2004
- [j6]P. Viswanath, M. Narasimha Murty, Shalabh Bhatnagar: Fusion of multiple approximate nearest neighbor classifiers for fast and efficient classification. Information Fusion 5(4): 239-250 (2004)
- [j5]Shalabh Bhatnagar, Shishir Kumar: A simultaneous perturbation stochastic approximation-based actor-critic algorithm for Markov decision processes. IEEE Trans. Automat. Contr. 49(4): 592-598 (2004)
- [c1]P. Viswanath, M. Narasimha Murty, Shalabh Bhatnagar: A Pattern Synthesis Technique with an Efficient Nearest Neighbor Classifier for Binary Pattern Recognition. ICPR (4) 2004: 416-419
- [i2]Ambedkar Dukkipati, M. Narasimha Murty, Shalabh Bhatnagar: Generalized Evolutionary Algorithm based on Tsallis Statistics. CoRR cs.AI/0407037 (2004)
- [i1]Ambedkar Dukkipati, M. Narasimha Murty, Shalabh Bhatnagar: Cauchy Annealing Schedule: An Annealing Schedule for Boltzmann Selection Scheme in Evolutionary Algorithms. CoRR cs.AI/0408055 (2004)
- 2003
- [j4]Shalabh Bhatnagar, Vivek S. Borkar: Multiscale Chaotic SPSA and Smoothed Functional Algorithms for Simulation Optimization. Simulation 79(10): 568-580 (2003)
- [j3]Shalabh Bhatnagar, Michael C. Fu, Steven I. Marcus, I-Jeng Wang: Two-timescale simultaneous perturbation stochastic approximation using deterministic perturbation sequences. ACM Trans. Model. Comput. Simul. 13(2): 180-209 (2003)
- 2002
- [j2]Xi-Ren Cao, Zhiyuan Ren, Shalabh Bhatnagar, Michael C. Fu, Steven I. Marcus: A time aggregation approach to Markov decision processes. Automatica 38(6): 929-943 (2002)
- 2001
- [j1]Shalabh Bhatnagar, Michael C. Fu, Steven I. Marcus, Pedram Jaefari Fard: Optimal structured feedback policies for ABR flow control using two-timescale SPSA. IEEE/ACM Trans. Netw. 9(4): 479-491 (2001)
Coauthor Index
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last updated on 2013-01-18 20:03 CET by the dblp team