Warren B. Powell

ORCID

Publication Activity (10 Years)

Years Active: 1982-2024
Publications (10 Years): 52

Top Venues

Publications

Savas Dayanik, Warren B. Powell, Kazutoshi Yamazaki
Correction to: Asymptotically optimal Bayesian sequential change detection and identification rules. Ann. Oper. Res. 332 (1) (2024)
Saeed Ghadimi, Warren B. Powell
Stochastic search for a parametric cost function approximation: Energy storage with rolling forecasts. Eur. J. Oper. Res. 312 (2) (2024)
Lawrence Thul, Warren B. Powell
Stochastic optimization for vaccine and testing kit allocation for the COVID-19 pandemic. Eur. J. Oper. Res. 304 (1) (2023)
Warren B. Powell
Sequential Decision Analytics and Modeling: Modeling with Python - Part I. Found. Trends Technol. Inf. Oper. Manag. 15 (4) (2022)
Zhili Tian, Weidong Han, Warren B. Powell
Adaptive Learning of Drug Quality and Optimization of Patient Recruitment for Clinical Trials with Dropouts. Manuf. Serv. Oper. Manag. 24 (1) (2022)
Donghun Lee, Warren B. Powell
Online Learning with Regularized Knowledge Gradients. PAKDD (2) (2022)
Warren B. Powell, Saeed Ghadimi
The Parametric Cost Function Approximation: A new approach for multistage stochastic programming. CoRR (2022)
Warren B. Powell
Sequential Decision Analytics and Modeling: Modeling with Python - Part II. Found. Trends Technol. Inf. Oper. Manag. 16 (1-2) (2022)
Dionysios S. Kalogerias, Warren B. Powell
Zeroth-Order Stochastic Compositional Algorithms for Risk-Aware Learning. SIAM J. Optim. 32 (2) (2022)
Warren B. Powell
On State Variables, Bandit Problems and POMDPs. CoRR (2020)
Daniel R. Jiang, Lina Al-Kanj, Warren B. Powell
Optimistic Monte Carlo Tree Search with Sampled Information Relaxation Dual Bounds. Oper. Res. 68 (6) (2020)
Weidong Han, Warren B. Powell
Optimal Online Learning for Nonlinear Belief Models Using Discrete Priors. Oper. Res. 68 (5) (2020)
Kristofer G. Reyes, Warren B. Powell
Optimal Learning for Sequential Decisions in Laboratory Experimentation. CoRR (2020)
Xinyu He, Kristofer G. Reyes, Warren B. Powell
Optimal Learning with Local Nonlinear Parametric Models over Continuous Designs. SIAM J. Sci. Comput. 42 (4) (2020)
Somayeh Moazeni, Warren R. Scott, Warren B. Powell
Least squares policy iteration with instrumental variables vs. direct policy search: comparison against optimal benchmarks using energy storage. INFOR Inf. Syst. Oper. Res. 58 (1) (2020)
Raimund M. Kovacevic, Carlo Meloni, Dario Pacciarelli, Warren B. Powell
Guest editorial to the featured cluster "Advances in stochastic optimization". Eur. J. Oper. Res. 285 (1) (2020)
Lina Al-Kanj, Juliana M. Nascimento, Warren B. Powell
Approximate dynamic programming for planning a ride-hailing system using autonomous fleets of electric vehicles. Eur. J. Oper. Res. 284 (3) (2020)
Dionysios S. Kalogerias, Warren B. Powell
Zeroth-order Stochastic Compositional Algorithms for Risk-Aware Learning. CoRR (2019)
Donghun Lee, Warren B. Powell
Bias-Corrected Q-Learning With Multistate Extension. IEEE Trans. Autom. Control. 64 (10) (2019)
Ilya O. Ryzhov, Martijn R. K. Mes, Warren B. Powell, Gerald van den Berg
Bayesian Exploration for Approximate Dynamic Programming. Oper. Res. 67 (1) (2019)
Carla P. Gomes, Thomas G. Dietterich, Christopher Barrett, Jon Conrad, Bistra Dilkina, Stefano Ermon, Fei Fang, Andrew Farnsworth, Alan Fern, Xiaoli Z. Fern, Daniel Fink, Douglas H. Fisher, Alexander Flecker, Daniel Freund, Angela Fuller, John M. Gregoire, John E. Hopcroft, Steve Kelling, J. Zico Kolter, Warren B. Powell, Nicole D. Sintov, John S. Selker, Bart Selman, Daniel Sheldon, David B. Shmoys, Milind Tambe, Weng-Keen Wong, Christopher Wood, Xiaojian Wu, Yexiang Xue, Amulya Yadav, Abdul-Aziz Yakubu, Mary Lou Zeeman
Computational sustainability: computing for a better world and a sustainable future. Commun. ACM 62 (9) (2019)
Donghun Lee, Warren B. Powell
Meta-learning of Bidding Agent with Knowledge Gradient in a Fully Agent-based Sponsored Search Auction Simulator. AAMAS (2019)
Warren B. Powell
From Reinforcement Learning to Optimal Control: A unified framework for sequential decisions. CoRR (2019)
Warren B. Powell
A unified framework for stochastic optimization. Eur. J. Oper. Res. 275 (3) (2019)
Yura Oh, Warren B. Powell
Optimal Policies for Routing Multi Sensor-Effector Combined Autonomous Devices. MRS (2019)
Yixiao Huang, Lei Zhao, Warren B. Powell, Yue Tong, Ilya O. Ryzhov
Optimal Learning for Urban Delivery Fleet Allocation. Transp. Sci. 53 (3) (2019)
Yingfei Wang, Warren B. Powell
Finite-Time Analysis for the Knowledge-Gradient Policy. SIAM J. Control. Optim. 56 (2) (2018)
Daniel F. Salas, Warren B. Powell
Benchmarking a Scalable Approximate Dynamic Programming Algorithm for Stochastic Control of Grid-Level Energy Storage. INFORMS J. Comput. 30 (1) (2018)
Xinyu He, Yangzhou Hu, Warren B. Powell
Optimal Learning for Nonlinear Parametric Belief Models Over Multidimensional Continuous Spaces. SIAM J. Optim. 28 (4) (2018)
Bolong Cheng, Warren B. Powell
Co-Optimizing Battery Storage for the Frequency Regulation and Energy Arbitrage Using Multi-Scale Dynamic Programming. IEEE Trans. Smart Grid 9 (3) (2018)
Lina Al-Kanj, Juliana M. Nascimento, Warren B. Powell
Approximate Dynamic Programming for Planning a Ride-Sharing System using Autonomous Fleets of Electric Vehicles. CoRR (2018)
Xinyu He, Warren B. Powell
Optimal Learning for Stochastic Optimization with Nonlinear Parametric Belief Models. SIAM J. Optim. 28 (3) (2018)
Yan Li, Kristofer G. Reyes, Jorge Vazquez-Anderson, Yingfei Wang, Lydia M. Contreras, Warren B. Powell
A Knowledge Gradient Policy for Sequencing Experiments to Identify the Structure of RNA Molecules Using a Sparse Additive Belief Model. INFORMS J. Comput. 30 (4) (2018)
Bolong Cheng, Tsvetan Asamov, Warren B. Powell
Low-Rank Value Function Approximation for Co-Optimization of Battery Storage. IEEE Trans. Smart Grid 9 (6) (2018)
Daniel R. Jiang, Warren B. Powell
Risk-Averse Approximate Dynamic Programming with Quantile-Based Risk Measures. Math. Oper. Res. 43 (2) (2018)
Joseph Durante, Raj Patel, Warren B. Powell
Scenario Generation Methods that Replicate Crossing Times in Spatially Distributed Stochastic Systems. SIAM/ASA J. Uncertain. Quantification 6 (2) (2018)
Yingfei Wang, Juliana Martins Do Nascimento, Warren B. Powell
Dynamic Bidding for Advance Commitments in Truckload Brokerage Markets. CoRR (2018)
Tsvetan Asamov, Warren B. Powell
Regularized Decomposition of High-Dimensional Multistage Stochastic Programs with Markov Uncertainty. SIAM J. Optim. 28 (1) (2018)
Javad Khazaei, Michael Coulon, Warren B. Powell
ADAPT: A Price-Stabilizing Compliance Policy for Renewable Energy Certificates: The Case of SREC Markets. Oper. Res. 65 (6) (2017)
Somayeh Moazeni, Warren B. Powell, Boris Defourny, Belgacem Bouzaïene-Ayari
Parallel Nonstationary Direct Policy Search for Risk-Averse Stochastic Optimization. INFORMS J. Comput. 29 (2) (2017)
Daniel R. Jiang, Lina Al-Kanj, Warren B. Powell
Monte Carlo Tree Search with Sampled Information Relaxation Dual Bounds. CoRR (2017)
Lina Al-Kanj, Belgacem Bouzaïene-Ayari, Warren B. Powell
A Probability Model for Grid Faults Using Incomplete Information. IEEE Trans. Smart Grid 8 (2) (2017)
Donghun Lee, Piotr Ziolo, Weidong Han, Warren B. Powell
Optimal online learning in bidding for sponsored search auctions. SSCI (2017)
Yingfei Wang, Warren B. Powell
MOLTE: a Modular Optimal Learning Testing Environment. CoRR (2017)
Yan Li, Han Liu, Warren B. Powell
A Lasso-based Sparse Knowledge Gradient Policy for Sequential Optimal Learning. AISTATS (2016)
Yingfei Wang, Warren B. Powell
Finite-time Analysis for the Knowledge-Gradient Policy. CoRR (2016)
Lina Al-Kanj, Warren B. Powell, Belgacem Bouzaïene-Ayari
The Information-Collecting Vehicle Routing Problem: Stochastic Optimization for Emergency Storm Response. CoRR (2016)
Yingfei Wang, Chu Wang, Warren B. Powell
The Knowledge Gradient for Sequential Decision Making with Stochastic Binary Feedbacks. ICML (2016)
Warren B. Powell
Perspectives of approximate dynamic programming. Ann. Oper. Res. 241 (1-2) (2016)
Yingfei Wang, Warren B. Powell
An optimal learning method for developing personalized treatment regimes. CoRR (2016)
Belgacem Bouzaïene-Ayari, Clark Cheng, Sourav Das, Ricardo Fiorillo, Warren B. Powell
From Single Commodity to Multiattribute Models for Locomotive Optimization: A Comparison of Optimal Integer Programming and Approximate Dynamic Programming. Transp. Sci. 50 (2) (2016)
Arta A. Jamshidi, Warren B. Powell
A Recursive Local Polynomial Approximation Method Using Dirichlet Clouds and Radial Basis Functions. SIAM J. Sci. Comput. 38 (4) (2016)
Bolong Cheng, Arta A. Jamshidi, Warren B. Powell
Optimal learning with a local parametric belief model. J. Glob. Optim. 63 (2) (2015)
Daniel R. Jiang, Warren B. Powell
An Approximate Dynamic Programming Algorithm for Monotone Value Functions. Oper. Res. 63 (6) (2015)
Yan Li, Han Liu, Warren B. Powell
The Knowledge Gradient Policy Using A Sparse Additive Belief Model. CoRR (2015)
Boris Defourny, Ilya O. Ryzhov, Warren B. Powell
Sphere. Math. Oper. Res. 40 (4) (2015)
Si Chen, Kristofer-Roy G. Reyes, Maneesh K. Gupta, Michael C. McAlpine, Warren B. Powell
Optimal Learning in Experimental Design Using the Knowledge Gradient Policy with Application to Characterizing Nanoemulsion Stability. SIAM/ASA J. Uncertain. Quantification 3 (1) (2015)
Ilya O. Ryzhov, Peter I. Frazier, Warren B. Powell
A New Optimal Stepsize for Approximate Dynamic Programming. IEEE Trans. Autom. Control. 60 (3) (2015)
Daniel R. Jiang, Warren B. Powell
Optimal Hour-Ahead Bidding in the Real-Time Electricity Market with Battery Storage Using Approximate Dynamic Programming. INFORMS J. Comput. 27 (3) (2015)
Daniel R. Jiang, Warren B. Powell
Risk-Averse Approximate Dynamic Programming with Quantile-Based Risk Measures. CoRR (2015)
Yingfei Wang, Kristofer G. Reyes, Keith A. Brown, Chad A. Mirkin, Warren B. Powell
Nested-Batch-Mode Learning and Stochastic Optimization with An Application to Sequential MultiStage Testing in Materials Science. SIAM J. Sci. Comput. 37 (3) (2015)
Ilya O. Ryzhov, Peter I. Frazier, Warren B. Powell
A New Optimal Stepsize For Approximate Dynamic Programming. CoRR (2014)
Warren B. Powell
Energy and Uncertainty: Models and Algorithms for Complex Energy Systems. AI Mag. 35 (3) (2014)
Daniel R. Jiang, Thuy V. Pham, Warren B. Powell, Daniel F. Salas, Warren R. Scott
A comparison of approximate dynamic programming techniques on benchmark energy storage problems: Does anything work? ADPRL (2014)
Lauren A. Hannah, Warren B. Powell, David B. Dunson
Semiconvex Regression for Metamodeling-Based Optimization. SIAM J. Optim. 24 (2) (2014)
Diego Klabjan, Warren B. Powell
Guest Editorial: Special Issue on Energy and Transportation. Transp. Sci. 48 (4) (2014)
Michael C. Fu, Güzin Bayraksan, Shane G. Henderson, Barry L. Nelson, Warren B. Powell, Ilya O. Ryzhov, Benjamin G. Thengvall
Simulation optimization: a panel on the state of the art in research and practice. WSC (2014)
Warren B. Powell, Belgacem Bouzaïene-Ayari, Coleman Lawrence, Clark Cheng, Sourav Das, Ricardo Fiorillo
Locomotive Planning at Norfolk Southern: An Optimizing Simulator Using Approximate Dynamic Programming. Interfaces 44 (6) (2014)
Warren R. Scott, Warren B. Powell, Somayeh Moazehi
Least Squares Policy Iteration with Instrumental Variables vs. Direct Policy Search: Comparison Against Optimal Benchmarks Using Energy Storage. CoRR (2014)
Emre Barut, Warren B. Powell
Optimal learning for sequential sampling with non-parametric beliefs. J. Glob. Optim. 58 (3) (2014)
Boris Defourny, Hugo P. Simão, Warren B. Powell
Robust Forecasting for Unit Commitment with Wind. HICSS (2013)
Savas Dayanik, Warren B. Powell, Kazutoshi Yamazaki
Asymptotically optimal Bayesian sequential change detection and identification rules. Ann. Oper. Res. 208 (1) (2013)
Juliana M. Nascimento, Warren B. Powell
An Optimal Approximate Dynamic Programming Algorithm for Concave, Scalar Storage Problems With Vector-Valued Controls. IEEE Trans. Autom. Control. 58 (12) (2013)
Yongpei Guan, Yong Fu, Cong Liu, Warren B. Powell, Sarah M. Ryan, Jean-Paul Watson, Lei Wu
Guest Editorial: Introduction to the special section on optimization methods and algorithms applied to smart grid. IEEE Trans. Smart Grid 4 (4) (2013)
Bolong Cheng, Arta A. Jamshidi, Warren B. Powell
The knowledge gradient algorithm using locally parametric approximations. WSC (2013)
Donghun Lee, Boris Defourny, Warren B. Powell
Bias-corrected Q-learning to control max-operator bias in Q-learning. ADPRL (2013)
Hugo P. Simão, H. B. Jeong, Boris Defourny, Warren B. Powell, Albert Boulanger, Ashish Gagneja, L. Wu, R. N. Anderson
A Robust Solution to the Load Curtailment Problem. IEEE Trans. Smart Grid 4 (4) (2013)
Ilya O. Ryzhov, Boris Defourny, Warren B. Powell
Ranking and selection meets robust optimization. WSC (2012)
Miao He, Lei Zhao, Warren B. Powell
Approximate dynamic programming algorithms for optimal dosage decisions in controlled ovarian hyperstimulation. Eur. J. Oper. Res. 222 (2) (2012)
Ilya O. Ryzhov, Warren B. Powell
Information Collection for Linear Programs with Uncertain Objective Coefficients. SIAM J. Optim. 22 (4) (2012)
Donghun Lee, Warren B. Powell
An Intelligent Battery Controller Using Bias-Corrected Q-learning. AAAI (2012)
Ilya O. Ryzhov, Warren B. Powell, Peter I. Frazier
The Knowledge Gradient Algorithm for a General Class of Online Learning Problems. Oper. Res. 60 (1) (2012)
Warren B. Powell, Hugo P. Simão, Belgacem Bouzaïene-Ayari
Approximate dynamic programming in transportation and logistics: a unified framework. EURO J. Transp. Logist. 1 (3) (2012)
Warren B. Powell, Abraham P. George, Hugo P. Simão, Warren R. Scott, Alan Lamont, Jeffrey Stewart
SMART: A Stochastic Multiscale Model for the Analysis of Energy Resources, Technology, and Policy. INFORMS J. Comput. 24 (4) (2012)
Ilya O. Ryzhov, Warren B. Powell
Information Collection on a Graph. Oper. Res. 59 (1) (2011)
Peter I. Frazier, Warren B. Powell
Consistency of Sequential Bayesian Sampling Policies. SIAM J. Control. Optim. 49 (2) (2011)
Warren B. Powell, Belgacem Bouzaïene-Ayari, Jean Berger, Abdeslem Boukhtouta, Abraham P. George
The Effect of Robust Decisions on the Cost of Uncertainty in Military Airlift Operations. ACM Trans. Model. Comput. Simul. 22 (1) (2011)
Roger Anderson, Albert Boulanger, Warren B. Powell, Warren R. Scott
Adaptive Stochastic Control for the Smart Grid. Proc. IEEE 99 (6) (2011)
Ilya O. Ryzhov, Warren B. Powell
The value of information in multi-armed bandits with exponentially distributed rewards. ICCS (2011)
Ilya O. Ryzhov, Warren B. Powell
Bayesian active learning with basis functions. ADPRL (2011)
Diana M. Negoescu, Peter I. Frazier, Warren B. Powell
The Knowledge-Gradient Algorithm for Sequencing Experiments in Drug Discovery. INFORMS J. Comput. 23 (3) (2011)
Abdeslem Boukhtouta, Jean Berger, Warren B. Powell, Abraham P. George
An adaptive-learning framework for semi-cooperative multi-agent coordination. ADPRL (2011)
Jae Ho Kim, Warren B. Powell
Optimal Energy Commitments with Storage and Intermittent Supply. Oper. Res. 59 (6) (2011)
Warren R. Scott, Peter I. Frazier, Warren B. Powell
The Correlated Knowledge Gradient for Simulation Optimization of Continuous Parameters using Gaussian Process Regression. SIAM J. Optim. 21 (3) (2011)
Ilya O. Ryzhov, Awais Tariq, Warren B. Powell
May the best man win: simulation optimization for match-making in e-sports. WSC (2011)
Lauren Hannah, David M. Blei, Warren B. Powell
Dirichlet Process Mixtures of Generalized Linear Models. J. Mach. Learn. Res. 12 (2011)
Martijn R. K. Mes, Warren B. Powell, Peter I. Frazier
Hierarchical Knowledge Gradient for Sequential Sampling. J. Mach. Learn. Res. 12 (2011)
Warren B. Powell
Feature Article - Merging AI and OR to Solve High-Dimensional Stochastic Optimization Problems Using Approximate Dynamic Programming. INFORMS J. Comput. 22 (1) (2010)
Débora P. Ronconi, Warren B. Powell
Minimizing total tardiness in a stochastic single machine scheduling problem using approximate dynamic programming. J. Sched. 13 (6) (2010)
Warren B. Powell
Rejoinder - The Languages of Stochastic Optimization. INFORMS J. Comput. 22 (1) (2010)

Warren B. Powell.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Warren B. Powell