An algorithm for the equilibrium assignment problem with random link times. - Yosef Sheffi; Warren B. Powell (Networks, 1982)

Analysis of Vehicle Holding and Cancellation Strategies in Bulk Arrival, Bulk Service Queues. - Warren B. Powell (Transp. Sci., 1985)

The Bulk Service Queue with a General Control Strategy: Theoretical Analysis and a New Computational Procedure. - Warren B. Powell; Pierre A. Humblet (Oper. Res., 1986)

Approximate, Closed Form Moment Formulas for Bulk Arrival, Bulk Service Queues. - Warren B. Powell (Transp. Sci., 1986)

Iterative Algorithms for Bulk Arrival, Bulk Service Queues with Poisson and Non-Poisson Arrivals. - Warren B. Powell (Transp. Sci., 1986)

A Stochastic Model of the Dynamic Vehicle Allocation Problem. - Warren B. Powell (Transp. Sci., 1986)

A Local Improvement Heuristic for the Design of Less-than-Truckload Motor Carrier Networks. - Warren B. Powell (Transp. Sci., 1986)

OR Practice - Design and Implementation of an Interactive Optimization System for Network Design in the Motor Carrier Industry. - Warren B. Powell; Yosef Sheffi (Oper. Res., 1989)

A Review of Sensitivity Results for Linear Networks and a New Approximation to Reduce the Effects of Degeneracy. - Warren B. Powell (Transp. Sci., 1989)

A Capacity Improvement Lower Bound for Fixed Charge Network Design Problems. - Bruce W. Lamar; Yosef Sheffi; Warren B. Powell (Oper. Res., 1990)

A Successive Linear Approximation Procedure for Stochastic, Dynamic Vehicle Allocation Problems. - Linos F. Frantzeskakis; Warren B. Powell (Transp. Sci., 1990)

Selected Abstracts for the 1989 Transportation Science Section Dissertation Prize Competition. - Warren B. Powell (Transp. Sci., 1990)

The 1990 Transportation Science Section Dissertation Prize Competition. - Warren B. Powell (Transp. Sci., 1991)

An Optimization-Based Heuristic for Vehicle Routing and Scheduling with Soft Time Window Constraints. - Yiannis A. Koskosidis; Warren B. Powell; Marius M. Solomon (Transp. Sci., 1992)

Shipment Routing Algorithms with Tree Constraints. - Warren B. Powell; Ioannis A. Koskosidis (Transp. Sci., 1992)

Numerical Methods for Simulating Transient, Stochastic Queueing Networks - I: Methodology. - Hugo P. Simão; Warren B. Powell (Transp. Sci., 1992)

Numerical Methods for Simulating Transient, Stochastic Queueing Networks - II: Experimental Design. - Hugo P. Simão; Warren B. Powell (Transp. Sci., 1992)

Stochastic and Dynamic Models in Transportation. - Moshe Dror; Warren B. Powell (Oper. Res., 1993)

A Primal Partitioning Solution for the Arc-Chain Formulation of a Multicommodity Network Flow Problem. - Judith M. Farvolden; Warren B. Powell; Irvin J. Lustig (Oper. Res., 1993)

Multicommodity network flows: The impact of formulation on decomposition. - Kim L. Jones; Irvin Lustig; Judith M. Farvolden; Warren B. Powell (Math. Program., 1993)

Bounding procedures for multistage stochastic dynamic networks. - Linos F. Frantzeskakis; Warren B. Powell (Networks, 1993)

Stochastic programs over trees with random arc capacities. - Warren B. Powell; Raymond K.-M. Cheung (Networks, 1994)

A network recourse decomposition method for dynamic networks with random arc capacities. - Warren B. Powell; Raymond K.-M. Cheung (Networks, 1994)

Subgradient Methods for the Service Network Design Problem. - Judith M. Farvolden; Warren B. Powell (Transp. Sci., 1994)

Restricted Recourse Strategies for Dynamic Networks with Random Arc Capacities. - Warren B. Powell; Linos F. Frantzeskakis (Transp. Sci., 1994)

Dynamic fleet management as a logistics queueing network. - Warren B. Powell; Tassio A. Carvalho; Gregory A. Godfrey; Hugo P. Simão (Ann. Oper. Res., 1995)

Restricted recourse strategies for bounding the expected network recourse function. - Linos F. Frantzeskakis; Warren B. Powell (Ann. Oper. Res., 1996)

An Algorithm for Multistage Dynamic Networks with Random Arc Capacities, with an Application to Dynamic Fleet Management. - Raymond K.-M. Cheung; Warren B. Powell (Oper. Res., 1996)

Models and Algorithms for Distribution Problems with Uncertain Demands. - Raymond K.-M. Cheung; Warren B. Powell (Transp. Sci., 1996)

A Stochastic Formulation of the Dynamic Assignment Problem, with an Application to Truckload Motor Carriers. - Warren B. Powell (Transp. Sci., 1996)

A generalized threshold algorithm for the shortest path problem with time windows. - Warren B. Powell; Zhi-Long Chen (Network Design: Connectivity and Facilities Location, 1997)

A note on Bertsekas' small-label-first strategy. - Zhi-Long Chen; Warren B. Powell (Networks, 1997)

Dynamic Control of Logistics Queueing Networks for Large-Scale Fleet Management. - Warren B. Powell; Tassio A. Carvalho (Transp. Sci., 1998)

Real-Time Optimization of Containers and Flatcars for Intermodal Operations. - Warren B. Powell; Tassio A. Carvalho (Transp. Sci., 1998)

A column generation based decomposition algorithm for a parallel machine just-in-time scheduling problem. - Zhi-Long Chen; Warren B. Powell (Eur. J. Oper. Res., 1999)

Solving Parallel Machine Scheduling Problems by Column Generation. - Zhi-Long Chen; Warren B. Powell (INFORMS J. Comput., 1999)

Shape - a Stochastic Hybrid Approximation Procedure for Two-Stage Stochastic Programs. - Raymond K.-M. Cheung; Warren B. Powell (Oper. Res., 2000)

A Multiplier Adjustment Method for Dynamic Resource Allocation Problems. - Tassio A. Carvalho; Warren B. Powell (Transp. Sci., 2000)

Adaptive Labeling Algorithms for the Dynamic Assignment Problem. - Warren B. Powell; Wayne Snow; Raymond K.-M. Cheung (Transp. Sci., 2000)

On the Value of Optimal Myopic Solutions for Dynamic Routing and Scheduling Problems in the Presence of User Noncompliance. - Warren B. Powell; Michael T. Towns; Arun Marar (Transp. Sci., 2000)

A Representational Paradigm for Dynamic Resource Transformation Problems. - Warren B. Powell; Joel A. Shapiro; Hugo P. Simão (Ann. Oper. Res., 2001)

A Flexible Java Representation for Uncertainty in Online Operations-Research Models. - Joel A. Shapiro; Warren B. Powell; David Bernstein (INFORMS J. Comput., 2001)

Exploiting structure in adaptive dynamic programming algorithms for a stochastic batch service problem. - Katerina P. Papadaki; Warren B. Powell (Eur. J. Oper. Res., 2002)

Implementing Real-Time Optimization Models: A Case Application From The Motor Carrier Industry. - Warren B. Powell; Arun Marar; Jack Gelfand; Steve Bowers (Oper. Res., 2002)

An Adaptive Dynamic Programming Algorithm for Dynamic Fleet Management, I: Single Period Travel Times. - Gregory A. Godfrey; Warren B. Powell (Transp. Sci., 2002)

An Adaptive Dynamic Programming Algorithm for Dynamic Fleet Management, II: Multiperiod Travel Times. - Gregory A. Godfrey; Warren B. Powell (Transp. Sci., 2002)

An Adaptive Dynamic Programming Algorithm for the Heterogeneous Resource Allocation Problem. - Warren B. Powell; Joel A. Shapiro; Hugo P. Simão (Transp. Sci., 2002)

Dynamic Models of Transportation Operations. - Warren B. Powell (Supply Chain Management, 2003)

Some Fixed-Point Results for the Dynamic Assignment Problem. - Michael Z. Spivey; Warren B. Powell (Ann. Oper. Res., 2003)

An algorithm for approximating piecewise linear concave functions from sample gradients. - Huseyin Topaloglu; Warren B. Powell (Oper. Res. Lett., 2003)

Learning Algorithms for Separable Approximations of Discrete Stochastic Optimization Problems. - Warren B. Powell; Andrzej Ruszczynski; Huseyin Topaloglu (Math. Oper. Res., 2004)

The Dynamic Assignment Problem. - Michael Z. Spivey; Warren B. Powell (Transp. Sci., 2004)

12. Fleet Management. - Warren B. Powell; Huseyin Topaloglu (Applications of Stochastic Programming, 2005)

Approximate dynamic programming for high dimensional resource allocation problems. - Warren B. Powell; Abraham P. George; Belgacem Bouzaïene-Ayari; Hugo P. Simão (IJCNN, 2005)

A Distributed Decision-Making Structure for Dynamic Resource Allocation Using Nonlinear Functional Approximations. - Huseyin Topaloglu; Warren B. Powell (Oper. Res., 2005)

The single-node dynamic service scheduling and dispatching problem. - Leonardo Campo Dall'Orto; Teodor Gabriel Crainic; José Eugênio Leal; Warren B. Powell (Eur. J. Oper. Res., 2006)

A Metastrategy for Large-Scale Resource Management Based on Informational Decomposition. - Joel A. Shapiro; Warren B. Powell (INFORMS J. Comput., 2006)

Dynamic-Programming Approximations for Stochastic Time-Staged Integer Multicommodity-Flow Problems. - Huseyin Topaloglu; Warren B. Powell (INFORMS J. Comput., 2006)

Adaptive stepsizes for recursive estimation with applications in approximate dynamic programming. - Abraham P. George; Warren B. Powell (Mach. Learn., 2006)

Approximate Dynamic Programming - Solving the Curses of Dimensionality. - Warren Buckler Powell (Wiley, 2007)

Chapter 5 Dynamic Models for Freight Transportation. - Warren B. Powell; Belgacem Bouzaïene-Ayari; Hugo P. Simão (Transportation, 2007)

Approximate dynamic programming for rail operations. - Warren B. Powell; Belgacem Bouzaïene-Ayari (ATMOS, 2007)

The optimizing-simulator: merging simulation and optimization using approximate dynamic programming. - Warren B. Powell (WSC, 2007)

Sensitivity Analysis of a Dynamic Fleet Management Model Using Approximate Dynamic Programming. - Huseyin Topaloglu; Warren B. Powell (Oper. Res., 2007)

Monotonicity in multidimensional Markov decision processes for the batch dispatch problem. - Katerina P. Papadaki; Warren B. Powell (Oper. Res. Lett., 2007)

Incorporating Pricing Decisions into the Stochastic Dynamic Fleet Management Problem. - Huseyin Topaloglu; Warren B. Powell (Transp. Sci., 2007)

The knowledge-gradient stopping rule for ranking and selection. - Peter I. Frazier; Warren B. Powell (WSC, 2008)

Approximate dynamic programming: Lessons from the field. - Warren B. Powell (WSC, 2008)

A Knowledge-Gradient Policy for Sequential Information Collection. - Peter I. Frazier; Warren B. Powell; Savas Dayanik (SIAM J. Control. Optim., 2008)

A convergent recursive least squares approximate policy iteration algorithm for multi-dimensional Markov decision process with continuous state and action spaces. - Jun Ma; Warren B. Powell (ADPRL, 2009)

The knowledge gradient algorithm for online subset selection. - Ilya O. Ryzhov; Warren B. Powell (ADPRL, 2009)

09181 Abstracts Collection - Sampling-based Optimization in the Presence of Uncertainty. - Jürgen Branke; Barry L. Nelson; Warren Buckler Powell; Thomas J. Santner (Sampling-based Optimization in the Presence of Uncertainty, 2009)

09181 Executive Summary - Sampling-based Optimization in the Presence of Uncertainty. - Jürgen Branke; Barry L. Nelson; Warren Buckler Powell; Thomas J. Santner (Sampling-based Optimization in the Presence of Uncertainty, 2009)

Approximate Dynamic Programming in Knowledge Discovery for Rapid Response. - Peter I. Frazier; Warren B. Powell; Savas Dayanik; Paul B. Kantor (HICSS, 2009)

Simulation Model Calibration with Correlated Knowledge-gradients. - Peter I. Frazier; Warren B. Powell; Hugo P. Simão (WSC, 2009)

A Monte Carlo Knowledge Gradient Method for Learning Abatement Potential of Emissions Reduction Technologies. - Ilya O. Ryzhov; Warren B. Powell (WSC, 2009)

Capturing incomplete information in resource allocation problems through numerical patterns. - Arun Marar; Warren B. Powell (Eur. J. Oper. Res., 2009)

The Knowledge-Gradient Policy for Correlated Normal Beliefs. - Peter I. Frazier; Warren B. Powell; Savas Dayanik (INFORMS J. Comput., 2009)

An Optimal Approximate Dynamic Programming Algorithm for the Lagged Asset Acquisition Problem. - Juliana M. Nascimento; Warren B. Powell (Math. Oper. Res., 2009)

The optimizing-simulator: An illustration using the military airlift problem. - Tongqiang Tony Wu; Warren B. Powell; Alan Whisman (ACM Trans. Model. Comput. Simul., 2009)

An Approximate Dynamic Programming Algorithm for Large-Scale Fleet Management: A Case Application. - Hugo P. Simão; Jeff Day; Abraham P. George; Ted Gifford; John Nienow; Warren B. Powell (Transp. Sci., 2009)

Approximate dynamic programming with correlated Bayesian beliefs. - Ilya O. Ryzhov; Warren B. Powell (Allerton, 2010)

Nonparametric Density Estimation for Stochastic Optimization with an Observable State Variable. - Lauren Hannah; Warren B. Powell; David M. Blei (NIPS, 2010)

Optimal learning of transition probabilities in the two-agent newsvendor problem. - Ilya O. Ryzhov; Martin R. Valdez-Vivas; Warren B. Powell (WSC, 2010)

Calibrating simulation models using the knowledge gradient with continuous parameters. - Warren R. Scott; Warren B. Powell; Hugo P. Simão (WSC, 2010)

Optimal control of dosage decisions in controlled ovarian hyperstimulation. - Miao He; Lei Zhao 009; Warren B. Powell (Ann. Oper. Res., 2010)

Paradoxes in Learning and the Marginal Value of Information. - Peter I. Frazier; Warren B. Powell (Decis. Anal., 2010)

Feature Article - Merging AI and OR to Solve High-Dimensional Stochastic Optimization Problems Using Approximate Dynamic Programming. - Warren B. Powell (INFORMS J. Comput., 2010)

Rejoinder - The Languages of Stochastic Optimization. - Warren B. Powell (INFORMS J. Comput., 2010)

Approximate Dynamic Programming Captures Fleet Operations for Schneider National. - Hugo P. Simão; Abraham P. George; Warren B. Powell; Ted Gifford; John Nienow; Jeff Day (Interfaces, 2010)

Dirichlet Process Mixtures of Generalized Linear Models. - Lauren Hannah; David M. Blei; Warren B. Powell (AISTATS, 2010)

Dynamic Programming Models and Algorithms for the Mutual Fund Cash Balance Problem. - Juliana M. Nascimento; Warren B. Powell (Manag. Sci., 2010)

On the robustness of a one-period look-ahead policy in multi-armed bandit problems. - Ilya O. Ryzhov; Peter I. Frazier; Warren B. Powell (ICCS, 2010)

Minimizing total tardiness in a stochastic single machine scheduling problem using approximate dynamic programming. - Débora P. Ronconi; Warren B. Powell (J. Sched., 2010)

Evolutionary Policy Iteration Under a Sampling Regime for Stochastic Combinatorial Optimization. - Lauren Hannah; Warren B. Powell (IEEE Trans. Autom. Control., 2010)

An adaptive-learning framework for semi-cooperative multi-agent coordination. - Abdeslem Boukhtouta; Jean Berger; Warren B. Powell; Abraham P. George (ADPRL, 2011)

Bayesian active learning with basis functions. - Ilya O. Ryzhov; Warren B. Powell (ADPRL, 2011)

May the best man win: simulation optimization for match-making in e-sports. - Ilya O. Ryzhov; Awais Tariq; Warren B. Powell (WSC, 2011)

The Knowledge-Gradient Algorithm for Sequencing Experiments in Drug Discovery. - Diana M. Negoescu; Peter I. Frazier; Warren B. Powell (INFORMS J. Comput., 2011)

Optimal Energy Commitments with Storage and Intermittent Supply. - Jae Ho Kim; Warren B. Powell (Oper. Res., 2011)

Information Collection on a Graph. - Ilya O. Ryzhov; Warren B. Powell (Oper. Res., 2011)

Hierarchical Knowledge Gradient for Sequential Sampling. - Martijn R. K. Mes; Warren B. Powell; Peter I. Frazier (J. Mach. Learn. Res., 2011)

Adaptive Stochastic Control for the Smart Grid. - Roger Anderson; Albert Boulanger; Warren B. Powell; Warren R. Scott (Proc. IEEE, 2011)

The value of information in multi-armed bandits with exponentially distributed rewards. - Ilya O. Ryzhov; Warren B. Powell (ICCS, 2011)

Consistency of Sequential Bayesian Sampling Policies. - Peter I. Frazier; Warren B. Powell (SIAM J. Control. Optim., 2011)

The Correlated Knowledge Gradient for Simulation Optimization of Continuous Parameters using Gaussian Process Regression. - Warren R. Scott; Peter I. Frazier; Warren B. Powell (SIAM J. Optim., 2011)

The Effect of Robust Decisions on the Cost of Uncertainty in Military Airlift Operations. - Warren B. Powell; Belgacem Bouzaïene-Ayari; Jean Berger; Abdeslem Boukhtouta; Abraham P. George (ACM Trans. Model. Comput. Simul., 2011)

An Intelligent Battery Controller Using Bias-Corrected Q-learning. - Donghun Lee; Warren B. Powell (AAAI, 2012)

Ranking and selection meets robust optimization. - Ilya O. Ryzhov; Boris Defourny; Warren B. Powell (WSC, 2012)

Approximate dynamic programming in transportation and logistics: a unified framework. - Warren B. Powell; Hugo P. Simão; Belgacem Bouzaïene-Ayari (EURO J. Transp. Logist., 2012)

Approximate dynamic programming algorithms for optimal dosage decisions in controlled ovarian hyperstimulation. - Miao He; Lei Zhao 009; Warren B. Powell (Eur. J. Oper. Res., 2012)

SMART: A Stochastic Multiscale Model for the Analysis of Energy Resources, Technology, and Policy. - Warren B. Powell; Abraham P. George; Hugo P. Simão; Warren R. Scott; Alan Lamont; Jeffrey Stewart (INFORMS J. Comput., 2012)

The Knowledge Gradient Algorithm for a General Class of Online Learning Problems. - Ilya O. Ryzhov; Warren B. Powell; Peter I. Frazier (Oper. Res., 2012)

Information Collection for Linear Programs with Uncertain Objective Coefficients. - Ilya O. Ryzhov; Warren B. Powell (SIAM J. Optim., 2012)

Bias-corrected Q-learning to control max-operator bias in Q-learning. - Donghun Lee; Boris Defourny; Warren B. Powell (ADPRL, 2013)

Robust Forecasting for Unit Commitment with Wind. - Boris Defourny; Hugo P. Simão; Warren B. Powell (HICSS, 2013)

The knowledge gradient algorithm using locally parametric approximations. - Bolong Cheng; Arta A. Jamshidi; Warren B. Powell (WSC, 2013)

Asymptotically optimal Bayesian sequential change detection and identification rules. - Savas Dayanik; Warren B. Powell; Kazutoshi Yamazaki (Ann. Oper. Res., 2013)

An Optimal Approximate Dynamic Programming Algorithm for Concave, Scalar Storage Problems With Vector-Valued Controls. - Juliana M. Nascimento; Warren B. Powell (IEEE Trans. Autom. Control., 2013)

Guest Editorial: Introduction to the special section on optimization methods and algorithms applied to smart grid. - Yongpei Guan; Yong Fu; Cong Liu 004; Warren B. Powell; Sarah M. Ryan; Jean-Paul Watson; Lei Wu 004 (IEEE Trans. Smart Grid, 2013)

A Robust Solution to the Load Curtailment Problem. - Hugo P. Simão; H. B. Jeong; Boris Defourny; Warren B. Powell; Albert Boulanger; Ashish Gagneja; L. Wu; R. N. Anderson (IEEE Trans. Smart Grid, 2013)

A comparison of approximate dynamic programming techniques on benchmark energy storage problems: Does anything work? - Daniel R. Jiang; Thuy V. Pham; Warren B. Powell; Daniel F. Salas; Warren R. Scott (ADPRL, 2014)

Simulation optimization: a panel on the state of the art in research and practice. - Michael C. Fu 001; Güzin Bayraksan; Shane G. Henderson; Barry L. Nelson; Warren B. Powell; Ilya O. Ryzhov; Benjamin G. Thengvall (WSC, 2014)

Energy and Uncertainty: Models and Algorithms for Complex Energy Systems. - Warren B. Powell (AI Mag., 2014)

Least Squares Policy Iteration with Instrumental Variables vs. Direct Policy Search: Comparison Against Optimal Benchmarks Using Energy Storage. - Warren R. Scott; Warren B. Powell; Somayeh Moazehi (CoRR, 2014)

Locomotive Planning at Norfolk Southern: An Optimizing Simulator Using Approximate Dynamic Programming. - Warren B. Powell; Belgacem Bouzaïene-Ayari; Coleman Lawrence; Clark Cheng; Sourav Das; Ricardo Fiorillo (Interfaces, 2014)

Optimal learning for sequential sampling with non-parametric beliefs. - Emre Barut; Warren B. Powell (J. Glob. Optim., 2014)

Semiconvex Regression for Metamodeling-Based Optimization. - Lauren A. Hannah; Warren B. Powell; David B. Dunson (SIAM J. Optim., 2014)

Guest Editorial: Special Issue on Energy and Transportation. - Diego Klabjan; Warren B. Powell (Transp. Sci., 2014)

The Knowledge Gradient Policy Using A Sparse Additive Belief Model. - Yan Li 013; Han Liu 001; Warren B. Powell (CoRR, 2015)

Optimal Hour-Ahead Bidding in the Real-Time Electricity Market with Battery Storage Using Approximate Dynamic Programming. - Daniel R. Jiang; Warren B. Powell (INFORMS J. Comput., 2015)

An Approximate Dynamic Programming Algorithm for Monotone Value Functions. - Daniel R. Jiang; Warren B. Powell (Oper. Res., 2015)

Optimal learning with a local parametric belief model. - Bolong Cheng; Arta A. Jamshidi; Warren B. Powell (J. Glob. Optim., 2015)

Optimal Learning in Experimental Design Using the Knowledge Gradient Policy with Application to Characterizing Nanoemulsion Stability. - Si Chen; Kristofer-Roy G. Reyes; Maneesh K. Gupta; Michael C. McAlpine; Warren B. Powell (SIAM/ASA J. Uncertain. Quantification, 2015)

Optimal Information Blending with Measurements in the L2 Sphere. - Boris Defourny; Ilya O. Ryzhov; Warren B. Powell (Math. Oper. Res., 2015)

Nested-Batch-Mode Learning and Stochastic Optimization with An Application to Sequential MultiStage Testing in Materials Science. - Yingfei Wang; Kristofer G. Reyes; Keith A. Brown; Chad A. Mirkin; Warren B. Powell (SIAM J. Sci. Comput., 2015)

A New Optimal Stepsize for Approximate Dynamic Programming. - Ilya O. Ryzhov; Peter I. Frazier; Warren B. Powell (IEEE Trans. Autom. Control., 2015)

A Lasso-based Sparse Knowledge Gradient Policy for Sequential Optimal Learning. - Yan Li 013; Han Liu 001; Warren B. Powell (AISTATS, 2016)

The Knowledge Gradient for Sequential Decision Making with Stochastic Binary Feedbacks. - Yingfei Wang; Chu Wang; Warren B. Powell (ICML, 2016)

Perspectives of approximate dynamic programming. - Warren B. Powell (Ann. Oper. Res., 2016)

The Information-Collecting Vehicle Routing Problem: Stochastic Optimization for Emergency Storm Response. - Lina Al-Kanj; Warren B. Powell; Belgacem Bouzaïene-Ayari (CoRR, 2016)

An optimal learning method for developing personalized treatment regimes. - Yingfei Wang; Warren B. Powell (CoRR, 2016)

A Recursive Local Polynomial Approximation Method Using Dirichlet Clouds and Radial Basis Functions. - Arta A. Jamshidi; Warren B. Powell (SIAM J. Sci. Comput., 2016)

From Single Commodity to Multiattribute Models for Locomotive Optimization: A Comparison of Optimal Integer Programming and Approximate Dynamic Programming. - Belgacem Bouzaïene-Ayari; Clark Cheng; Sourav Das; Ricardo Fiorillo; Warren B. Powell (Transp. Sci., 2016)

Optimal online learning in bidding for sponsored search auctions. - Donghun Lee; Piotr Ziolo; Weidong Han 004; Warren B. Powell (SSCI, 2017)

Monte Carlo Tree Search with Sampled Information Relaxation Dual Bounds. - Daniel R. Jiang; Lina Al-Kanj; Warren B. Powell (CoRR, 2017)

MOLTE: a Modular Optimal Learning Testing Environment. - Yingfei Wang; Warren B. Powell (CoRR, 2017)

Parallel Nonstationary Direct Policy Search for Risk-Averse Stochastic Optimization. - Somayeh Moazeni; Warren B. Powell; Boris Defourny; Belgacem Bouzaïene-Ayari (INFORMS J. Comput., 2017)

ADAPT: A Price-Stabilizing Compliance Policy for Renewable Energy Certificates: The Case of SREC Markets. - Javad Khazaei; Michael Coulon; Warren B. Powell (Oper. Res., 2017)

A Probability Model for Grid Faults Using Incomplete Information. - Lina Al-Kanj; Belgacem Bouzaïene-Ayari; Warren B. Powell (IEEE Trans. Smart Grid, 2017)

Dynamic Bidding for Advance Commitments in Truckload Brokerage Markets. - Yingfei Wang; Juliana Martins Do Nascimento; Warren B. Powell (CoRR, 2018)

Approximate Dynamic Programming for Planning a Ride-Sharing System using Autonomous Fleets of Electric Vehicles. - Lina Al-Kanj; Juliana M. Nascimento; Warren B. Powell (CoRR, 2018)

A Knowledge Gradient Policy for Sequencing Experiments to Identify the Structure of RNA Molecules Using a Sparse Additive Belief Model. - Yan Li 013; Kristofer G. Reyes; Jorge Vazquez-Anderson; Yingfei Wang; Lydia M. Contreras; Warren B. Powell (INFORMS J. Comput., 2018)

Benchmarking a Scalable Approximate Dynamic Programming Algorithm for Stochastic Control of Grid-Level Energy Storage. - Daniel F. Salas; Warren B. Powell (INFORMS J. Comput., 2018)

Scenario Generation Methods that Replicate Crossing Times in Spatially Distributed Stochastic Systems. - Joseph Durante; Raj Patel; Warren B. Powell (SIAM/ASA J. Uncertain. Quantification, 2018)

Risk-Averse Approximate Dynamic Programming with Quantile-Based Risk Measures. - Daniel R. Jiang; Warren B. Powell (Math. Oper. Res., 2018)

Finite-Time Analysis for the Knowledge-Gradient Policy. - Yingfei Wang; Warren B. Powell (SIAM J. Control. Optim., 2018)

Regularized Decomposition of High-Dimensional Multistage Stochastic Programs with Markov Uncertainty. - Tsvetan Asamov; Warren B. Powell (SIAM J. Optim., 2018)

Optimal Learning for Nonlinear Parametric Belief Models Over Multidimensional Continuous Spaces. - Xinyu He; Yangzhou Hu; Warren B. Powell (SIAM J. Optim., 2018)

Optimal Learning for Stochastic Optimization with Nonlinear Parametric Belief Models. - Xinyu He; Warren B. Powell (SIAM J. Optim., 2018)

Low-Rank Value Function Approximation for Co-Optimization of Battery Storage. - Bolong Cheng; Tsvetan Asamov; Warren B. Powell (IEEE Trans. Smart Grid, 2018)

Co-Optimizing Battery Storage for the Frequency Regulation and Energy Arbitrage Using Multi-Scale Dynamic Programming. - Bolong Cheng; Warren B. Powell (IEEE Trans. Smart Grid, 2018)

Meta-learning of Bidding Agent with Knowledge Gradient in a Fully Agent-based Sponsored Search Auction Simulator. - Donghun Lee; Warren B. Powell (AAMAS, 2019)

Optimal Policies for Routing Multi Sensor-Effector Combined Autonomous Devices. - Yura Oh; Warren B. Powell (MRS, 2019)

Computational sustainability: computing for a better world and a sustainable future. - Carla P. Gomes; Thomas G. Dietterich; Christopher Barrett; Jon Conrad; Bistra Dilkina; Stefano Ermon; Fei Fang 001; Andrew Farnsworth; Alan Fern; Xiaoli Z. Fern; Daniel Fink 002; Douglas H. Fisher; et al. (Commun. ACM, 2019)

From Reinforcement Learning to Optimal Control: A unified framework for sequential decisions. - Warren B. Powell (CoRR, 2019)

A unified framework for stochastic optimization. - Warren B. Powell (Eur. J. Oper. Res., 2019)

Bayesian Exploration for Approximate Dynamic Programming. - Ilya O. Ryzhov; Martijn R. K. Mes; Warren B. Powell; Gerald van den Berg (Oper. Res., 2019)

Bias-Corrected Q-Learning With Multistate Extension. - Donghun Lee; Warren B. Powell (IEEE Trans. Autom. Control., 2019)

Optimal Learning for Urban Delivery Fleet Allocation. - Yixiao Huang 001; Lei Zhao 009; Warren B. Powell; Yue Tong; Ilya O. Ryzhov (Transp. Sci., 2019)

On State Variables, Bandit Problems and POMDPs. - Warren B. Powell (CoRR, 2020)

Optimal Learning for Sequential Decisions in Laboratory Experimentation. - Kristofer G. Reyes; Warren B. Powell (CoRR, 2020)

Approximate dynamic programming for planning a ride-hailing system using autonomous fleets of electric vehicles. - Lina Al-Kanj; Juliana M. Nascimento; Warren B. Powell (Eur. J. Oper. Res., 2020)

Guest editorial to the featured cluster "Advances in stochastic optimization". - Raimund M. Kovacevic; Carlo Meloni; Dario Pacciarelli; Warren B. Powell (Eur. J. Oper. Res., 2020)

Least squares policy iteration with instrumental variables vs. direct policy search: comparison against optimal benchmarks using energy storage. - Somayeh Moazeni; Warren R. Scott; Warren B. Powell (INFOR Inf. Syst. Oper. Res., 2020)

Optimal Online Learning for Nonlinear Belief Models Using Discrete Priors. - Weidong Han 004; Warren B. Powell (Oper. Res., 2020)

Optimistic Monte Carlo Tree Search with Sampled Information Relaxation Dual Bounds. - Daniel R. Jiang; Lina Al-Kanj; Warren B. Powell (Oper. Res., 2020)

Optimal Learning with Local Nonlinear Parametric Models over Continuous Designs. - Xinyu He; Kristofer G. Reyes; Warren B. Powell (SIAM J. Sci. Comput., 2020)

Online Learning with Regularized Knowledge Gradients. - Donghun Lee; Warren B. Powell (PAKDD (2), 2022)

The Parametric Cost Function Approximation: A new approach for multistage stochastic programming. - Warren B. Powell; Saeed Ghadimi (CoRR, 2022)

Sequential Decision Analytics and Modeling: Modeling with Python - Part I. - Warren B. Powell (Found. Trends Technol. Inf. Oper. Manag., 2022)

Sequential Decision Analytics and Modeling: Modeling with Python - Part II. - Warren B. Powell (Found. Trends Technol. Inf. Oper. Manag., 2022)

Adaptive Learning of Drug Quality and Optimization of Patient Recruitment for Clinical Trials with Dropouts. - Zhili Tian; Weidong Han 004; Warren B. Powell (Manuf. Serv. Oper. Manag., 2022)

Zeroth-Order Stochastic Compositional Algorithms for Risk-Aware Learning. - Dionysios S. Kalogerias; Warren B. Powell (SIAM J. Optim., 2022)

Stochastic optimization for vaccine and testing kit allocation for the COVID-19 pandemic. - Lawrence Thul; Warren B. Powell (Eur. J. Oper. Res., 2023)

Correction to: Asymptotically optimal Bayesian sequential change detection and identification rules. - Savas Dayanik; Warren B. Powell; Kazutoshi Yamazaki (Ann. Oper. Res., 2024)

Stochastic search for a parametric cost function approximation: Energy storage with rolling forecasts. - Saeed Ghadimi; Warren B. Powell (Eur. J. Oper. Res., 2024)