| 1 |
Random Directions Stochastic Approximation With Deterministic Perturbations
Prashanth LA, Bhatnagar S, Bhavsar N, Fu M, Marcus SI
IEEE Transactions on Automatic Control, 65(6), 2450, 2020 |
| 2 |
Stochastic Optimization in a Cumulative Prospect Theory Framework
Jie C, Prashanth LA, Fu M, Marcus S, Szepesvari C
IEEE Transactions on Automatic Control, 63(9), 2867, 2018 |
| 3 |
Adaptive System Optimization Using Random Directions Stochastic Approximation
Prashanth LA, Bhatnagar S, Fu M, Marcus S
IEEE Transactions on Automatic Control, 62(5), 2223, 2017 |
| 4 |
Simultaneous Perturbation Stochastic Approximation for Tracking Under Unknown but Bounded Disturbances
Granichin O, Amelina N
IEEE Transactions on Automatic Control, 60(6), 1653, 2015 |
| 5 |
An adaptive optimization scheme with satisfactory transient performance
Kosmatopoulos EB
Automatica, 45(3), 716, 2009 |
| 6 |
Feedback and Weighting Mechanisms for Improving Jacobian Estimates in the Adaptive Simultaneous Perturbation Algorithm
Spall JC
IEEE Transactions on Automatic Control, 54(6), 1216, 2009 |
| 7 |
New algorithms of the Q-learning type
Bhatnagar S, Babu KM
Automatica, 44(4), 1111, 2008 |
| 8 |
Global random optimization by simultaneous perturbation stochastic approximation
Maryak JL, Chin DC
IEEE Transactions on Automatic Control, 53(3), 780, 2008 |
| 9 |
A simultaneous perturbation Stochastic approximation-based actor-critic algorithm for Markov decision processes
Bhatnagar S, Kumar S
IEEE Transactions on Automatic Control, 49(4), 592, 2004 |
| 10 |
Convergence of simultaneous perturbation stochastic approximation for nondifferentiable optimization
He Y, Fu MC, Marcus SI
IEEE Transactions on Automatic Control, 48(8), 1459, 2003 |
