| 2022 | PAKDD | Online Learning with Regularized Knowledge Gradients. | Donghun Lee, Warren B. Powell |
| 2016 | AISTATS | A Lasso-based Sparse Knowledge Gradient Policy for Sequential Optimal Learning. | Yan Li, Han Liu, Warren B. Powell |
| 2016 | ICML | The Knowledge Gradient for Sequential Decision Making with Stochastic Binary Feedbacks. | Yingfei Wang, Chu Wang, Warren B. Powell |
| 2014 | WSC | Simulation optimization: a panel on the state of the art in research and practice. | Michael C. Fu, Gzin Bayraksan, Shane G. Henderson, Barry L. Nelson, Warren B. Powell, Ilya O. Ryzhov, Benjamin G. Thengvall |
| 2013 | WSC | The knowledge gradient algorithm using locally parametric approximations. | Bolong Cheng, Arta A. Jamshidi, Warren B. Powell |
| 2012 | AAAI | An Intelligent Battery Controller Using Bias-Corrected Q-learning. | Donghun Lee, Warren B. Powell |
| 2012 | WSC | Ranking and selection meets robust optimization. | Ilya O. Ryzhov, Boris Defourny, Warren B. Powell |
| 2011 | WSC | May the best man win: simulation optimization for match-making in e-sports. | Ilya O. Ryzhov, Awais Tariq, Warren B. Powell |
| 2010 | WSC | Optimal learning of transition probabilities in the two-agent newsvendor problem. | Ilya O. Ryzhov, Martin R. Valdez-Vivas, Warren B. Powell |
| 2010 | WSC | Calibrating simulation models using the knowledge gradient with continuous parameters. | Warren R. Scott, Warren B. Powell, Hugo P. Simo |
| 2009 | WSC | Simulation Model Calibration with Correlated Knowledge-gradients. | Peter I. Frazier, Warren B. Powell, Hugo P. Simo |
| 2009 | WSC | A Monte Carlo Knowledge Gradient Method for Learning Abatement Potential of Emissions Reduction Technologies. | Ilya O. Ryzhov, Warren B. Powell |
| 2008 | WSC | The knowledge-gradient stopping rule for ranking and selection. | Peter I. Frazier, Warren B. Powell |
| 2008 | WSC | Approximate dynamic programming: Lessons from the field. | Warren B. Powell |
| 2007 | ATMOS | Approximate dynamic programming for rail operations. | Warren B. Powell, Belgacem Bouzaene-Ayari |
| 2007 | WSC | The optimizing-simulator: merging simulation and optimization using approximate dynamic programming. | Warren B. Powell |
| 2005 | IJCNN | Approximate dynamic programming for high dimensional resource allocation problems. | Warren B. Powell, Abraham P. George, Belgacem Bouzaene-Ayari, Hugo P. Simo |
| 2005 | WSC | The optimizing-simulator: merging simulation and optimization using approximate dynamic programming. | Warren B. Powell |