Ilya O. Ryzhov
Ilya O. Ryzhov
Robert H. Smith School of Business, University of Maryland
Verified email at - Homepage
Cited by
Cited by
Optimal learning
WB Powell, IO Ryzhov
John Wiley & Sons, 2012
The knowledge gradient algorithm for a general class of online learning problems
IO Ryzhov, WB Powell, PI Frazier
Operations Research 60 (1), 180-195, 2012
On the convergence rates of expected improvement methods
IO Ryzhov
Operations Research 64 (6), 1515-1528, 2016
Simulation optimization: a tutorial overview and recent developments in gradient-based methods
M Chau, MC Fu, H Qu, IO Ryzhov
Proceedings of the winter simulation conference 2014, 21-35, 2014
Cultivating disaster donors using data analytics
IO Ryzhov, B Han, J Bradić
Management Science 62 (3), 849-866, 2016
Information collection on a graph
IO Ryzhov, WB Powell
Operations Research 59 (1), 188-201, 2011
Simulation optimization: A panel on the state of the art in research and practice
MC Fu, G Bayraksan, SG Henderson, BL Nelson, WB Powell, IO Ryzhov, ...
Proceedings of the Winter Simulation Conference 2014, 3696-3706, 2014
The knowledge gradient algorithm for online subset selection
IO Ryzhov, W Powell
2009 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement …, 2009
Sequential selection with unknown correlation structures
H Qu, IO Ryzhov, MC Fu, Z Ding
Operations Research 63 (4), 931-948, 2015
On the robustness of a one-period look-ahead policy in multi-armed bandit problems
IO Ryzhov, PI Frazier, WB Powell
Procedia Computer Science 1 (1), 1635-1644, 2010
Complete expected improvement converges to an optimal budget allocation
Y Chen, IO Ryzhov
Advances in Applied Probability 51 (1), 209-235, 2019
Evasive flow capture: A multi-period stochastic facility location problem with independent demand
N Marković, IO Ryzhov, P Schonfeld
European Journal of Operational Research 257 (2), 687-703, 2017
Evasive flow capture: Optimal location of weigh‐in‐motion systems, tollbooths, and security checkpoints
N Marković, IO Ryzhov, P Schonfeld
Networks 65 (1), 22-42, 2015
Ranking and selection with unknown correlation structures
H Qu, IO Ryzhov, MC Fu
Proceedings of the 2012 Winter Simulation Conference (WSC), 1-12, 2012
Personalized multimorbidity management for patients with type 2 diabetes using reinforcement learning of electronic health records
H Zheng, IO Ryzhov, W Xie, J Zhong
Drugs 81, 471-482, 2021
Optimal learning for urban delivery fleet allocation
Y Huang, L Zhao, WB Powell, Y Tong, IO Ryzhov
Transportation Science 53 (3), 623-641, 2019
Optimal learning in linear regression with combinatorial feature selection
B Han, IO Ryzhov, B Defourny
INFORMS Journal on Computing 28 (4), 721-735, 2016
Information collection for linear programs with uncertain objective coefficients
IO Ryzhov, WB Powell
SIAM Journal on Optimization 22 (4), 1344-1368, 2012
Approximate dynamic programming with correlated Bayesian beliefs
IO Ryzhov, WB Powell
2010 48th Annual Allerton Conference on Communication, Control, and …, 2010
A Monte Carlo knowledge gradient method for learning abatement potential of emissions reduction technologies
IO Ryzhov, W Powell
Proceedings of the 2009 Winter Simulation Conference (WSC), 1492-1502, 2009
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