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* | 2009 | |
---|---|---|

33 | EE | 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 |

32 | EE | Shalabh Bhatnagar, Karmeshu, Vivek Kumar Mishra: Optimal parameter trajectory estimation in parameterized SDEs: An algorithmic procedure. ACM Trans. Model. Comput. Simul. 19(2): (2009) |

31 | EE | Rajesh Kumar Patro, Shalabh Bhatnagar: A probabilistic constrained nonlinear optimization framework to optimize RED parameters. Perform. Eval. 66(2): 81-104 (2009) |

2008 | ||

30 | EE | Sudha Velusamy, Shalabh Bhatnagar, S. V. Basavaraja, V. Sridhar: SPSA based feature relevance estimation for video retrieval. MMSP 2008: 598-603 |

29 | EE | Sudha Rani Kolavali, Shalabh Bhatnagar: Ant Colony Optimization Algorithms for Shortest Path Problems. NET-COOP 2008: 37-44 |

28 | EE | Shalabh Bhatnagar, K. Mohan Babu: New algorithms of the Q-learning type. Automatica 44(4): 1111-1119 (2008) |

27 | EE | Sudha Velusamy, Lakshmi Gopal, Shalabh Bhatnagar, Sridhar Varadarajan: An efficient ad recommendation system for TV programs. Multimedia Syst. 14(2): 73-87 (2008) |

26 | EE | Shalabh Bhatnagar, Mohammed Shahid Abdulla: Simulation-Based Optimization Algorithms for Finite-Horizon Markov Decision Processes. Simulation 84(12): 577-600 (2008) |

2007 | ||

25 | EE | Sudha Velusamy, Lakshmi Gopal, Sridhar Varadarajan, Shalabh Bhatnagar: Fuzzy Clustering Based Ad Recommendation for TV Programs. EuroITV 2007: 175-184 |

24 | EE | Koteswara Rao Vemu, Shalabh Bhatnagar, N. Hemachandra: An Optimal Weighted-Average Congestion Based Pricing Scheme for Enhanced QoS. ICDCIT 2007: 135-145 |

23 | EE | Vijay Prakash Chaturvedi, V. Rakesh, Shalabh Bhatnagar: An Efficient and Optimized Bluetooth Scheduling Algorithm for Piconets. ICDCIT 2007: 19-30 |

22 | EE | Shalabh Bhatnagar, Richard S. Sutton, Mohammad Ghavamzadeh, Mark Lee: Incremental Natural Actor-Critic Algorithms. NIPS 2007 |

21 | EE | Shalabh Bhatnagar: Adaptive Newton-based multivariate smoothed functional algorithms for simulation optimization. ACM Trans. Model. Comput. Simul. 18(1): (2007) |

20 | EE | Mohammed Shahid Abdulla, Shalabh Bhatnagar: Reinforcement Learning Based Algorithms for Average Cost Markov Decision Processes. Discrete Event Dynamic Systems 17(1): 23-52 (2007) |

19 | EE | Ambedkar Dukkipati, Shalabh Bhatnagar, M. Narasimha Murty: Gelfand-Yaglom-Perez theorem for generalized relative entropy functionals. Inf. Sci. 177(24): 5707-5714 (2007) |

2006 | ||

18 | EE | Mohammed Shahid Abdulla, Shalabh Bhatnagar: SPSA algorithms with measurement reuse. Winter Simulation Conference 2006: 320-328 |

17 | EE | Shalabh Bhatnagar, J. Ranjan Panigrahi: Actor-critic algorithms for hierarchical Markov decision processes. Automatica 42(4): 637-644 (2006) |

16 | EE | Ambedkar Dukkipati, M. Narasimha Murty, Shalabh Bhatnagar: On Measure Theoretic definitions of Generalized Information Measures and Maximum Entropy Prescriptions CoRR abs/cs/0601080: (2006) |

15 | EE | 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) |

14 | EE | 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) |

2005 | ||

13 | EE | Ambedkar Dukkipati, Narasimha Murty Murty, Shalabh Bhatnagar: Information theoretic justification of Boltzmann selection and its generalization to Tsallis case. Congress on Evolutionary Computation 2005: 1667-1674 |

12 | EE | Shalabh Bhatnagar: Adaptive multivariate three-timescale stochastic approximation algorithms for simulation based optimization. ACM Trans. Model. Comput. Simul. 15(1): 74-107 (2005) |

11 | EE | Ambedkar Dukkipati, M. Narasimha Murty, Shalabh Bhatnagar: Uniqueness of Nonextensive entropy under Renyi's Recipe CoRR abs/cs/0511078: (2005) |

10 | EE | P. Viswanath, M. Narasimha Murty, Shalabh Bhatnagar: Overlap pattern synthesis with an efficient nearest neighbor classifier. Pattern Recognition 38(8): 1187-1195 (2005) |

9 | EE | Shalabh Bhatnagar, Hemant J. Kowshik: A Discrete Parameter Stochastic Approximation Algorithm for Simulation Optimization. Simulation 81(11): 757-772 (2005) |

8 | EE | 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) |

2004 | ||

7 | EE | 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 |

6 | EE | Ambedkar Dukkipati, M. Narasimha Murty, Shalabh Bhatnagar: Generalized Evolutionary Algorithm based on Tsallis Statistics CoRR cs.AI/0407037: (2004) |

5 | EE | 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) |

4 | EE | 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) |

2003 | ||

3 | EE | 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) |

2 | EE | Shalabh Bhatnagar, Vivek S. Borkar: Multiscale Chaotic SPSA and Smoothed Functional Algorithms for Simulation Optimization. Simulation 79(10): 568-580 (2003) |

2001 | ||

1 | EE | Shalabh Bhatnagar, Michael C. Fu, Steven I. Marcus, Pedram J. Fard: Optimal structured feedback policies for ABR flow control using two-timescale SPSA. IEEE/ACM Trans. Netw. 9(4): 479-491 (2001) |

1 | Mohammed Shahid Abdulla | [18] [20] [26] |

2 | Madhukar Akarapu | [15] |

3 | K. Mohan Babu | [28] |

4 | S. V. Basavaraja | [30] |

5 | Vivek S. Borkar | [2] [15] |

6 | Vijay Prakash Chaturvedi | [23] |

7 | Ambedkar Dukkipati | [5] [6] [11] [13] [16] [19] |

8 | Pedram J. Fard | [1] |

9 | Michael C. Fu (Michael Chung-Shu Fu) | [1] [3] |

10 | Mohammad Ghavamzadeh | [22] |

11 | Lakshmi Gopal | [25] [27] |

12 | N. Hemachandra | [24] |

13 | Karmeshu | [32] |

14 | Sudha Rani Kolavali | [29] |

15 | Hemant J. Kowshik | [9] |

16 | Mark Lee | [22] |

17 | Hamid Reza Maei | [33] |

18 | Steven I. Marcus | [1] [3] |

19 | Vivek Kumar Mishra | [32] |

20 | M. Narasimha Murty | [4] [5] [6] [7] [10] [11] [14] [16] [19] |

21 | Narasimha Murty Murty | [13] |

22 | J. Ranjan Panigrahi | [17] |

23 | Rajesh Kumar Patro | [31] |

24 | Doina Precup | [33] |

25 | V. Rakesh | [23] |

26 | I. Bala Bhaskar Reddy | [8] |

27 | David Silver | [33] |

28 | V. Sridhar | [30] |

29 | Richard S. Sutton | [22] [33] |

30 | Csaba Szepesvári | [33] |

31 | Sridhar Varadarajan | [25] [27] |

32 | Sudha Velusamy | [25] [27] [30] |

33 | Koteswara Rao Vemu | [24] |

34 | P. Viswanath | [4] [7] [10] [14] |

35 | I-Jeng Wang | [3] |

36 | Eric Wiewiora | [33] |