Warrren B Powell

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A Knowledge-Gradient Policy for Sequential Information Collection

Warren B. Powell, Peter I. Frazier, Savas Dayanik, 2008, SIAM J. Control. Optim..

Improved Temporal Difference Methods with Linear Function Approximation

A. Barto, Warrren B Powell, J. Si, 2004 .

ModelBased Adaptive Critic Designs

A. Barto, Warrren B Powell, J. Si, 2004 .

Handbook of Learning and Approximate Dynamic Programming

Warren B. Powell, Jennie Si, Donald C. Wunsch, 2006, IEEE Transactions on Automatic Control.

Supervised Actor‐Critic Reinforcement Learning

Michael T. Rosenstein, Warren Buckler Powell, Jennie Si, 2012 .

LEARNING AND APPROXIMATE DYNAMIC PROGRAMMING Scaling Up to the Real World

A. Barto, Warrren B Powell, 2003 .

Backpropagation Through Time and Derivative Adaptive CriticsA Common Framework for ComparisonPortions of this chapter were previously published in [4, 7,9, 1214,23].

Jennie Si, Don Wunsch, Andrew G. Barto, 2004 .

Hierarchical Decision Making

Warren B. Powell, Jennie Si, Andrew G. Barto, 2004 .

The Knowledge Gradient Algorithm for a General Class of Online Learning Problems

Warren B. Powell, Peter I. Frazier, Ilya O. Ryzhov, 2012, Oper. Res..

An Intelligent Battery Controller Using Bias-Corrected Q-learning

Warren B. Powell, Donghun Lee, Warrren B Powell, 2012, AAAI.

An Hour-Ahead Prediction Model for Heavy-Tailed Spot Prices

Warrren B Powell, J. H. Kim, 2011 .

ADP: Goals, Opportunities and Principles

Jennie Si, Don Wunsch, Andrew G. Barto, 2004 .

Convergence Analysis of On-Policy LSPI for Multi-Dimensional Continuous State and Action-Space MDPs and Extension with Orthogonal Polynomial Approximation

Warrren B Powell, Jun Ma, 2010 .

Adaptive stepsizes for recursive estimation with applications in approximate dynamic programming

Warren B. Powell, Abraham P. George, Warrren B Powell, 2006, Machine Learning.

Approximate Dynamic Programming - Solving the Curses of Dimensionality

Warren B. Powell, Warrren B Powell, 2007 .

Adaptive Critic Based Neural Network for ControlConstrained Agile Missile

Jennie Si, Don Wunsch, Andrew G. Barto, 2004 .

GUIDANCE IN THE USE OF ADAPTIVE CRITICS FOR CONTROL

Warren B. Powell, Jennie Si, Andrew G. Barto, 2007 .

What you should know about approximate dynamic programming

Warren B. Powell, Warrren B Powell, 2009, Naval Research Logistics (NRL).

Convergence Analysis of Kernel-based On-policy Approximate Policy Iteration Algorithms for Markov Decision Processes with Continuous, Multidimensional States and Actions

Warrren B Powell, Jun Ma, 2010 .

An Adaptive, Distribution-Free Algorithm for the Newsvendor Problem with Censored Demands, with Applications to Inventory and Distribution

Warrren B Powell, G. A. Godfrey, 2001 .

A Recursive Local Polynomial Approximation Method Using Dirichlet Clouds and Radial Basis Functions

Warrren B Powell, A. Jamshidi, A. A. Jamshidi, 2016, SIAM J. Sci. Comput..

The load planning problem of motor carriers: Problem description and a proposed solution approach

Warrren B Powell, Y. Sheffi, 1983 .

Mean-Conditional Value-at-Risk Optimal Energy Storage Operation in the Presence of Transaction Costs

Warrren B Powell, A. Hajimiragha, S. Moazeni, 2015, IEEE Transactions on Power Systems.

Reinforcement Learning in Large, High‐Dimensional State Spaces

A. Barto, Warrren B Powell, J. Si, 2004 .

“Approximate dynamic programming: Solving the curses of dimensionality” by Warren B. Powell

Warren B. Powell, Warrren B Powell, 2007, Wiley Series in Probability and Statistics.

Robust Reinforcement Learning for Heating, Ventilation, and Air Conditioning Control of Buildings

Jennie Si, Don Wunsch, Andrew G. Barto, 2004 .

Reinforcement Learning and Its Relationship to Supervised Learning

Warren B. Powell, Jennie Si, Andrew G. Barto, 2004 .

Benchmarking a Scalable Approximate Dynamic Programming Algorithm for Stochastic Control of Multidimensional Energy Storage Problems

Daniel F. Salas, Warrren B Powell, 2013 .

An Approximate Dynamic Programming Algorithm for Large-Scale Fleet Management: A Case Application

Warren B. Powell, Ted Gifford, Hugo P. Simão, 2009, Transp. Sci..

Approximating Value Functions

Warrren B Powell, 2007 .

An Adaptive Dynamic Programming Algorithm for Dynamic Fleet Management, I: Single Period Travel Times

Warren B. Powell, Gregory A. Godfrey, Warrren B Powell, 2002, Transp. Sci..

Convergent Cutting-Plane and Partial-Sampling Algorithm for Multistage Stochastic Linear Programs with Recourse

Warrren B Powell, Z. Chen, 1999 .

Ranking and Selection

Warrren B Powell, I. Ryzhov, 2012 .

Reinforcement Learning via Parametric Cost Function Approximation for Multistage Stochastic Programming

Warren B. Powell, Saeed Ghadimi, Raymond T. Perkins, 2020, 2001.00831.

Simulation optimization: A panel on the state of the art in research and practice

Warren B. Powell, Michael C. Fu, Barry L. Nelson, 2014, Proceedings of the Winter Simulation Conference 2014.

The Knowledge Gradient for Optimal Learning

Warrren B Powell, 2011 .

Dirichlet Process Mixtures of Generalized Linear Models

Warren B. Powell, David M. Blei, Lauren Hannah, 2009, J. Mach. Learn. Res..

Optimal Hour-Ahead Bidding in the Real-Time Electricity Market with Battery Storage Using Approximate Dynamic Programming

Warren B. Powell, Daniel R. Jiang, Warrren B Powell, 2014, INFORMS J. Comput..

A Model for Hedging Load and Price Risk in the Texas Electricity Market

Warrren B Powell, R. Sircar, Michael Coulon, 2012 .

An adaptive dynamic programming algorithm for a stochastic multiproduct batch dispatch problem

Warrren B Powell, K. Papadaki, 2003 .

A review of stochastic algorithms with continuous value function approximation and some new approximate policy iteration algorithms for multidimensional continuous applications

Warrren B Powell, Jun Ma, 2011 .

Computational sustainability

Thomas G. Dietterich, Steve Kelling, Warren B. Powell, 2011, AI Mag..

The Convergence of Equilibrium Algorithms with Predetermined Step Sizes

Warrren B Powell, Y. Sheffi, 1982 .

Convergence Proofs of Least Squares Policy Iteration Algorithm for High-Dimensional Inflnite Horizon Markov Decision Process Problems

Warrren B Powell, Jun Ma, 2008 .

A new optimal step size for approximate dynamic programming

P. Frazier, Warrren B Powell, I. Ryzhov, 2012 .

OPTIMAL DOSING APPLIED TO GLYCEMIC CONTROL FOR TYPE 2 DIABETES

Warren B. Powell, Warrren B Powell, Katie W. Hsih, 2010 .

Convergence to Global Optimality with Sequential Bayesian Sampling Policies

P. Frazier, Warrren B Powell, 2009 .

Asymptotic Optimality of Sequential Sampling Policies for Bayesian Information Collection

Warren B. Powell, Peter I. Frazier, P. Frazier, 2008 .

The knowledge gradient algorithm for online learning

P. Frazier, Warrren B Powell, I. Ryzhov, 2008 .

Scheduling Multiple Families of Jobs on Parallel Machines to Minimize Total Weighted Completion Time

Warrren B Powell, Zhi-Long Chen, 2000 .

A numerical investigation of the impact of uncertain demand and varying risk preferences on the pricing and capacity decisions of transportation firms: The case of airlines

Warren B. Powell, Clifford Winston, Warrren B Powell, 1983 .

Approximate Dynamic Programming—II: Algorithms

Warren B. Powell, Warrren B Powell, 2010 .

Tutorial on Stochastic Optimization in Energy I: Modeling and Policies

Warrren B Powell, Stephan Meisel, 2015 .

Optimal Learning for Sequential Decision Making for Expensive Cost Functions with Stochastic Binary Feedbacks

Warrren B Powell, Yingfei Wang, Chu Wang, 2017, 1709.05216.

Index policies for discounted bandit problems with availability constraints

Warrren B Powell, Savas Dayanik, K. Yamazaki, 2008, Advances in Applied Probability.

A New Optimal Stepsize Rule for Approximate Value Iteration

P. Frazier, Warrren B Powell, I. Ryzhov, 2012 .

An Optimal Approximate Dynamic Programming Algorithm for Concave Single Asset Management Problems

Warrren B Powell, J. Nascimento, 2007 .

Perspectives of approximate dynamic programming

Warren B. Powell, Warrren B Powell, 2012, Annals of Operations Research.

Value Function Approximation using Multiple Aggregation for Multiattribute Resource Management

Warrren B Powell, S. Kulkarni, A. George, 2008 .

Practicality of Nested Risk Measures for Dynamic Electric Vehicle Charging

Daniel R. Jiang, Warrren B Powell, 2016, 1605.02848.

Sufficient Conditions for Monotone Value Functions in Multidimensional Markov Decision Processes : The Multiproduct Batch Dispatch Problem

Warrren B Powell, K. Papadaki, 2005 .

Bias-corrected Q-learning to control max-operator bias in Q-learning

Warren B. Powell, Donghun Lee, Boris Defourny, 2013, 2013 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL).

A discrete on-line monotone estimation algorithm

Warrren B Powell, K. Papadaki, 2003 .

Maximizing Profits for North American Van Lines' Truckload Division: A New Framework for Pricing and Operations

Kenneth S. Nickerson, Warrren B Powell, Y. Sheffi, 1988 .

DRAFT August 6 , 2008 , 12 : 39 pm Approximate Dynamic Programming : A Melting Pot of Methods

Warrren B Powell, Princeton University., Princeton University, 2008 .

To appear Fall 2008 Approximate Dynamic Programming : A Melting Pot of Methods

Warrren B Powell, Princeton University., Princeton University, 2008 .

A COMPARISON OF STOCHASTIC AND DETERMINISTIC TRAFFIC ASSIGNMENT OVER CONGESTED NETWORKS

Warren B. Powell, Yosef Sheffi, Warrren B Powell, 1981 .

Sensitivity Analysis of a Dynamic Fleet Management Model Using Approximate Dynamic Programming

Warren B. Powell, Huseyin Topaloglu, Warrren B Powell, 2007, Oper. Res..

An Approximation Algorithm for Solving Multistage, Stochastic, Dynamic Resource Allocation Problems with Single Period Travel Times

Warren B. Powell, Gregory A. Godfrey, Warrren B Powell, 1999 .

An Hourly Electricity Price Model, a Robust Trading Policy, and the Value of Storage, for Heavy-Tailed Markets

Warrren B Powell, J. H. Kim, 2010 .

Dynamic Management of Heterogenous Resources

Warrren B Powell, J. Shapiro, Hugo P. Sim, 1998 .

RESERVOIR COMPUTING AND DATA VISUALISATION

Warrren B Powell, C. Fyfe, A. George, 2012, SOCO 2012.

An Optimal Approximate Dynamic Programming Algorithm for the Economic Dispatch Problem with Grid-Level Storage

Warrren B Powell, J. Nascimento, 2009 .

Optimal Policies for Risk-Averse Electric Vehicle Charging with Spot Purchases

Warren B. Powell, Daniel R. Jiang, Warrren B Powell, 2016 .

Dynamic Resource Allocation Problems

Warrren B Powell, 2007 .

A non-parametric structural hybrid modeling approach for electricity prices

Warrren B Powell, S. Moazeni, Michael Coulon, 2016 .

Optimal Learning for Drug Discovery in Ewing ’ s Sarcoma

Diana M. Negoescu, P. Frazier, Warrren B Powell, 2009 .

On Algorithms for Nonlinear Dynamic Networks

Warren B. Powell, Elif Berkkam, Irvin J. Lustig, 1993 .

Learning with a Physical State

Warren B. Powell, Ilya O. Ryzhov, Warrren B Powell, 2012 .

A Unified Framework for Optimization Under Uncertainty

Warren B. Powell, Warrren B Powell, 2016 .

NETVAC 1: A Transportation Network Evacuation Model

Warren B. Powell, Hani S. Mahmassani, Yosef Sheffi, 1980 .

Guest editorial to the featured cluster "Advances in stochastic optimization"

Dario Pacciarelli, Warren B. Powell, Carlo Meloni, 2020, Eur. J. Oper. Res..

Approximate Dynamic Programming: Solving the Curses of Dimensionality (Wiley Series in Probability and Statistics)

Warren B. Powell, Warrren B Powell, 2007 .

An approximate dynamic programming approach for semi-cooperative multi-agent resource management

Warren B. Powell, Jean Berger, Abdeslem Boukhtouta, 2012, SOCO 2012.

Optimizing While Learning

Warren B. Powell, Warrren B Powell, 2011 .

Optimal Learning: Powell/Optimal

Warren B. Powell, Ilya O. Ryzhov, Warrren B Powell, 2012 .

BPTT and DAC — A Common Framework for Comparison

Jennie Si, Danil V. Prokhorov, Warren Buckler Powell, 2012 .

Book Reviews

Warrren B Powell, P. Kiessler, 2009 .

Information representation in large-scale resource allocation problems: theory, algorithms and applications

Warren B. Powell, Arun Marar, Warrren B Powell, 2002 .

Integrating Pattern Learning in Multimodal Decision Systems

Susan L. Epstein, Warrren B Powell, J. Gelfand, 2007 .

Perspectives of approximate dynamic programming

Warrren B Powell, 2012, Annals of Operations Research.

Asymptotically optimal Bayesian sequential change detection and identification rules

Warrren B Powell, Savas Dayanik, K. Yamazaki, 2012, Annals of Operations Research.

Near‐Optimal Control Via Reinforcement Learning and Hybridization

Jennie Si, Augustine O. Esogbue, Warren Buckler Powell, 2012 .

Optimal learning with a local parametric belief model

Warrren B Powell, A. Jamshidi, Bolong Cheng, 2015, Journal of Global Optimization.

AN ASYMPTOTICALLY OPTIMAL STRATEGY IN SEQUENTIAL CHANGE DETECTION AND IDENTIFICATION APPLIED TO PROBLEMS IN BIOSURVEILLANCE

Warrren B Powell, Savas Dayanik, K. Yamazaki, 2008 .

Capturing incomplete information in resource allocation problems through numerical patterns

Warren B. Powell, Arun Marar, Warrren B Powell, 2009, Eur. J. Oper. Res..

An Optimal Approximate Dynamic Programming Algorithm for Concave, Scalar Storage Problems With Vector-Valued Controls

Warren B. Powell, Juliana M. Nascimento, Warrren B Powell, 2013, IEEE Transactions on Automatic Control.

Approximate dynamic programming in transportation and logistics: a unified framework

Warren B. Powell, Hugo P. Simão, Belgacem Bouzaïene-Ayari, 2012, EURO J. Transp. Logist..

Feature Article - Merging AI and OR to Solve High-Dimensional Stochastic Optimization Problems Using Approximate Dynamic Programming

Warren B. Powell, Warrren B Powell, 2010, INFORMS J. Comput..

An Optimal Approximate Dynamic Programming Algorithm for the Lagged Asset Acquisition Problem

Warren B. Powell, Juliana M. Nascimento, Warrren B Powell, 2009, Math. Oper. Res..

An Optimal Approximate Dynamic Programming Algorithm for the Economic Dispatch Problem with Grid-Level Storage

Warrren B Powell, J. Nascimento, 2009 .

Merging AI and OR to solve high-dimensional stochastic optimization problems using approximate dynamic programming

Warren B. Powell, Warrren B Powell, 2008 .

A Flexible Java Representation for Uncertainty in Online Operations-Research Models

Warren B. Powell, David Bernstein, Joel A. Shapiro, 2000, INFORMS J. Comput..

Optimal Information Blending with Measurements in the L2 Sphere

Warren B. Powell, Boris Defourny, Ilya O. Ryzhov, 2015, Math. Oper. Res..

Energy and Uncertainty: Models and Algorithms for Complex Energy Systems

Warren B. Powell, Warrren B Powell, 2014, AI Mag..

Risk-Averse Approximate Dynamic Programming with Quantile-Based Risk Measures pdf

Warren B. Powell, Daniel R. Jiang, Warrren B Powell, 2015, Math. Oper. Res..

A note on Bertsekas' small-label-first strategy

Warren B. Powell, Zhi-Long Chen, Warrren B Powell, 1997, Networks.

Clustering algorithms for consolidation of customer orders into vehicle shipments

Warren B. Powell, Yiannis A. Koskosidis, Warrren B Powell, 1992 .

Clearing the Jungle of Stochastic Optimization

Warren B. Powell, Warrren B Powell, 2014 .

Stochastic Search with an Observable State Variable

Warrren B Powell, D. Blei, Lauren Hannah, 2010, 1006.4338.

Dynamic Programming Models and Algorithms for the Mutual Fund Cash Balance Problem

Warren B. Powell, Juliana M. Nascimento, Warrren B Powell, 2010, Manag. Sci..

Stochastic and dynamic networks and routing

Warren B. Powell, Patrick Jaillet, Amedeo R. Odoni, 1995 .

Entropy Minimization for Optimization of Expensive, Unimodal Functions

Warrren B Powell, Xi Luo, 2023, 2302.11386.

Optimal learning with a local parametric belief model

Warren B. Powell, Arta A. Jamshidi, Bolong Cheng, 2015, J. Glob. Optim..

Warren B. Powell, Peter I. Frazier, Warren R. Scott, 2011, SIAM J. Optim..

The Knowledge-Gradient Algorithm for Sequencing Experiments in Drug Discovery

Warren B. Powell, Peter I. Frazier, Diana M. Negoescu, 2011, INFORMS J. Comput..

Hierarchical Knowledge Gradient for Sequential Sampling

Warren B. Powell, Peter I. Frazier, Martijn R. K. Mes, 2011, J. Mach. Learn. Res..

Calibrating simulation models using the knowledge gradient with continuous parameters

Warren B. Powell, Hugo P. Simão, Warren R. Scott, 2010, Proceedings of the 2010 Winter Simulation Conference.

Warren R. Scott, P. Frazier, Warrren B Powell, 2010 .

The Knowledge-Gradient Policy for Correlated Normal Beliefs

Warren B. Powell, Peter I. Frazier, Savas Dayanik, 2009, INFORMS J. Comput..

Adaptive estimation of daily demands with complex calendar effects for freight transportation

Warren B. Powell, Gregory A. Godfrey, Warrren B Powell, 2000 .

A Unified Framework for Optimization under Uncertainty TutORials in Operations Research

Warrren B Powell, 2016 .

Evolutionary Policy Iteration Under a Sampling Regime for Stochastic Combinatorial Optimization

Warren B. Powell, Lauren Hannah, Warrren B Powell, 2010, IEEE Transactions on Automatic Control.

Analysis of airline operating strategies under stochastic demand

Warren B. Powell, Warrren B Powell, 1982 .

Semiconvex Regression for Metamodeling-Based Optimization

David B. Dunson, Warren B. Powell, Lauren Hannah, 2014, SIAM J. Optim..

Nonparametric Density Estimation for Stochastic Optimization with an Observable State Variable

Warren B. Powell, David M. Blei, Lauren Hannah, 2010, NIPS.

The Knowledge Gradient Policy Using A Sparse Additive Belief Model pdf

Warren B. Powell, Han Liu, Yan Li, 2015, ArXiv.

A Tour of the Jungle of Approximate Dynamic Programming

Warren B. Powell, Warrren B Powell, 2011 .

Regularized Decomposition of High-Dimensional Multistage Stochastic Programs with Markov Uncertainty

Warren B. Powell, Tsvetan Asamov, Warrren B Powell, 2015, SIAM J. Optim..

Consistency of Sequential Bayesian Sampling Policies

Warren B. Powell, Peter I. Frazier, P. Frazier, 2011, SIAM J. Control. Optim..

A unified framework for stochastic optimization

Warren B. Powell, Warrren B Powell, 2019, Eur. J. Oper. Res..

Bayesian Exploration for Approximate Dynamic Programming

Warren B. Powell, Martijn R.K. Mes, Ilya O. Ryzhov, 2019, Oper. Res..

Backward Approximate Dynamic Programming with Hidden Semi-Markov Stochastic Models in Energy Storage Optimization

Warren B. Powell, Joseph Durante, Juliana Nascimento, 2017, 1710.03914.

Paradoxes in Learning and the Marginal Value of Information

Warren B. Powell, Peter I. Frazier, P. Frazier, 2010, Decis. Anal..

Adaptive Stochastic Control for the Smart Grid

Warren B. Powell, Roger Anderson, Albert Boulanger, 2011, Proceedings of the IEEE.

An adaptive-learning framework for semi-cooperative multi-agent coordination

Warren B. Powell, Jean Berger, Abdeslem Boukhtouta, 2011, 2011 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL).

A Distributed Decision-Making Structure for Dynamic Resource Allocation Using Nonlinear Functional Approximations

Warren B. Powell, Huseyin Topaloglu, Warrren B Powell, 2005, Oper. Res..

Optimal Learning

Warren B. Powell, Peter Frazier, P. Frazier, 2022, Encyclopedia of Machine Learning and Data Mining.

Reinforcement Learning and Stochastic Optimization

Warrren B Powell, 2022 .

A network recourse decomposition method for dynamic networks with random arc capacities

Warren B. Powell, Raymond K.-M. Cheung, Warrren B Powell, 1994, Networks.

Shipment Routing Algorithms with Tree Constraints

Warren B. Powell, Ioannis A. Koskosidis, Warrren B Powell, 1992, Transp. Sci..

The Bulk Service Queue with a General Control Strategy: Theoretical Analysis and a New Computational Procedure

Warren B. Powell, Pierre A. Humblet, Warrren B Powell, 1986, Oper. Res..

Analysis of Vehicle Holding and Cancellation Strategies in Bulk Arrival, Bulk Service Queues

Warren B. Powell, Warrren B Powell, 1985, Transp. Sci..

An algorithm for the equilibrium assignment problem with random link times

Warren B. Powell, Yosef Sheffi, Warrren B Powell, 1982, Networks.

Learning Algorithms for Separable Approximations of Discrete Stochastic Optimization Problems

Warren B. Powell, Huseyin Topaloglu, Andrzej Ruszczynski, 2004, Math. Oper. Res..

Shape - a Stochastic Hybrid Approximation Procedure for Two-Stage Stochastic Programs

Warren B. Powell, Raymond K.-M. Cheung, Warrren B Powell, 2000, Oper. Res..

Stochastic Optimization with Parametric Cost Function Approximations

Warrren B Powell, R. T. Perkins, 2017, 1703.04644.

Ranking and selection meets robust optimization

Warren B. Powell, Boris Defourny, Ilya O. Ryzhov, 2012, Proceedings Title: Proceedings of the 2012 Winter Simulation Conference (WSC).

Information Collection on a Graph

Warren B. Powell, Ilya O. Ryzhov, Warrren B Powell, 2011, Oper. Res..

Optimal learning of transition probabilities in the two-agent newsvendor problem

Warren B. Powell, Ilya O. Ryzhov, Martin R. Valdez-Vivas, 2010, Proceedings of the 2010 Winter Simulation Conference.

SMART: A Stochastic Multiscale Model for the Analysis of Energy Resources, Technology, and Policy

Warren B. Powell, Jeffrey Stewart, Hugo P. Simão, 2012, INFORMS J. Comput..

Optimal Learning for Stochastic Optimization with Nonlinear Parametric Belief Models

Warren B. Powell, Xinyu He, Warrren B Powell, 2016, SIAM J. Optim..

Optimal learning for sequential sampling with non-parametric beliefs

Warren B. Powell, Emre Barut, Warrren B Powell, 2014, J. Glob. Optim..

Optimal learning for sequential sampling with non-parametric beliefs

Warrren B Powell, Emre Barut, Emre Barut, 2013, Journal of Global Optimization.

Stochastic delays in transportation terminals : new results in the theory and application of bulk queues

Warren Buckler Powell, Warrren B Powell, 1981 .

Approximate Dynamic Programming in Knowledge Discovery for Rapid Response

P. Frazier, Warrren B Powell, Savas Dayanik, 2009, 2009 42nd Hawaii International Conference on System Sciences.

Handbook of Learning and Approximate Dynamic Programming (IEEE Press Series on Computational Intelligence)

Jennie Si, Andrew G. Barto, Don Wunsch, 2004 .

The Parametric Cost Function Approximation: A new approach for multistage stochastic programming

Saeed Ghadimi, Warren B Powell, Warrren B Powell, 2022, ArXiv.

Parametric Simulation Optimization for Multistage Stochastic Programming

Warrren B Powell, Saeed Ghadimi, R. T. Perkins, 2019 .

Exploiting structure in adaptive dynamic programming algorithms for a stochastic batch service problem

Warren B. Powell, Katerina Papadaki, Warrren B Powell, 2002, Eur. J. Oper. Res..

Waiting-time distributions for bulk arrival, bulk service queues with vehicle-holding and cancellation strategies

Warren B. Powell, Warrren B Powell, 1987 .

Iterative Algorithms for Bulk Arrival, Bulk Service Queues with Poisson and Non-Poisson Arrivals

Warren B. Powell, Warrren B Powell, 1986, Transp. Sci..

Approximate, Closed Form Moment Formulas for Bulk Arrival, Bulk Service Queues

Warren B. Powell, Warrren B Powell, 1986, Transp. Sci..

Bulk service queues with deviations from departure schedules: The problem of correlated headways

Warren B. Powell, Warrren B Powell, 1983 .

Co-Optimizing Battery Storage for the Frequency Regulation and Energy Arbitrage Using Multi-Scale Dynamic Programming

Warren B. Powell, Bolong Cheng, Warrren B Powell, 2018, IEEE Transactions on Smart Grid.

A New Optimal Stepsize for Approximate Dynamic Programming

Warren B. Powell, Peter I. Frazier, Ilya O. Ryzhov, 2014, IEEE Transactions on Automatic Control.

Bayesian active learning with basis functions

Warren B. Powell, Ilya O. Ryzhov, Warrren B Powell, 2011, 2011 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL).

Approximate Dynamic Programming I: Modeling

Warren B. Powell, Warrren B Powell, 2011 .

Minimizing total tardiness in a stochastic single machine scheduling problem using approximate dynamic programming

Warren B. Powell, Débora P. Ronconi, D. P. Ronconi, 2010, J. Sched..

Zeroth-order Stochastic Compositional Algorithms for Risk-Aware Learning

Dionysios S. Kalogerias, Warrren B Powell, 2019, SIAM J. Optim..

The Dynamic Assignment Problem

Warren B. Powell, Michael Z. Spivey, Warrren B Powell, 2004, Transp. Sci..

SMART-SREC: A Stochastic Model of the New Jersey Solar Renewable Energy Certificate Market

Javad Khazaei, Warren Powell, Michael Coulon, 2015 .

A COMPARATIVE REVIEW OF ALTERNATIVE ALGORITHMS FOR THE DYNAMIC VEHICLE ALLOCATION PROBLEM

Warren B. Powell, Warrren B Powell, 1988 .

A transportation network evacuation model

Warren B. Powell, Hani S. Mahmassani, Yosef Sheffi, 1982 .

Stochastic optimization for vaccine and testing kit allocation for the COVID-19 pandemic pdf

Warren Powell, Lawrence Thul, Warrren B Powell, 2021, European Journal of Operational Research.

Covariance Matrix Estimation using an Errors-in-Variables Factor Model with Applications to Portfolio Selection and a Deregulated Electricity Market

Warren R. Scott, Warrren B Powell, 2013 .

Dynamic-Programming Approximations for Stochastic Time-Staged Integer Multicommodity-Flow Problems

Warren B. Powell, Huseyin Topaloglu, Warrren B Powell, 2006, INFORMS J. Comput..

An Algorithm for Multistage Dynamic Networks with Random Arc Capacities, with an Application to Dynamic Fleet Management

Warren B. Powell, Raymond K.-M. Cheung, Warrren B Powell, 1996, Oper. Res..

A Knowledge Gradient Policy for Sequencing Experiments to Identify the Structure of RNA Molecules Using a Sparse Additive Belief Model

Yan Li, Warren B. Powell, Yingfei Wang, 2015, INFORMS J. Comput..

Dynamic Models of Transportation Operations

Warren B. Powell, Warrren B Powell, 2003, Supply Chain Management.

Simulation model calibration with correlated knowledge-gradients

Warren B. Powell, Peter I. Frazier, Hugo P. Simão, 2009, Proceedings of the 2009 Winter Simulation Conference (WSC).

Monte Carlo Tree Search with Sampled Information Relaxation Dual Bounds

Warren B. Powell, Lina Al-Kanj, Daniel R. Jiang, 2017, ArXiv.

Reinforcement Learning and Stochastic Optimization

Warrren B Powell, 2022 .

QUANTILE OPTIMIZATION FOR HEAVY-TAILED DISTRIBUTIONS USING ASYMMETRIC SIGNUM FUNCTIONS

Warrren B Powell, J. H. Kim, 2011 .

Approximate Dynamic Programming for Large-Scale Resource Allocation Problems

Warren B. Powell, Huseyin Topaloglu, Warrren B Powell, 2006 .

Optimal Learning with Local Nonlinear Parametric Models over Continuous Designs

Warren B. Powell, Xinyu He, Kristofer G. Reyes, 2020, SIAM J. Sci. Comput..

An optimal learning method for developing personalized treatment regimes pdf

Warren B. Powell, Yingfei Wang, Warrren B Powell, 2016, ArXiv.

Dynamic control of multicommodity fleet management problems

Warren B. Powell, Tassio A. Carvalho, Warrren B Powell, 1997 .

Tutorial on Stochastic Optimization in Energy—Part I: Modeling and Policies

Warren B. Powell, Stephan Meisel, Warrren B Powell, 2016, IEEE Transactions on Power Systems.

Tutorial on Stochastic Optimization in Energy—Part II: An Energy Storage Illustration

Warren B. Powell, Stephan Meisel, Warrren B Powell, 2016, IEEE Transactions on Power Systems.

The challenge of integrating offshore wind power in the U.S. electric grid. Part I: Wind forecast error

Willett Kempton, Cristina L. Archer, W. B. Powell, 2017 .

Multicommodity network flows: The impact of formulation on decomposition

Warren B. Powell, Irvin Lustig, Kim L. Jones, 1993, Math. Program..

A Primal Partitioning Solution for the Arc-Chain Formulation of a Multicommodity Network Flow Problem

Warren B. Powell, Irvin Lustig, Judith M. Farvolden, 1993, Oper. Res..

Sequential Decision Analytics and Modeling: Modeling with Python - Part I

Warrren B Powell, 2022, Found. Trends Technol. Inf. Oper. Manag..

Models and Algorithms for Distribution Problems with Uncertain Demands

Warren B. Powell, Raymond K.-M. Cheung, Warrren B Powell, 1996, Transp. Sci..

A Stochastic Model of the Dynamic Vehicle Allocation Problem

Warren B. Powell, Warrren B Powell, 1986, Transp. Sci..

Approximate Dynamic Programming for Planning a Ride-Sharing System using Autonomous Fleets of Electric Vehicles pdf

Warren B. Powell, Lina Al-Kanj, Juliana M. Nascimento, 2018, Eur. J. Oper. Res..

Optimal Energy Commitments with Storage and Intermittent Supply

Warren B. Powell, Jae Ho Kim, Warrren B Powell, 2011, Oper. Res..

Incorporating Pricing Decisions into the Stochastic Dynamic Fleet Management Problem

Warren B. Powell, Huseyin Topaloglu, Warrren B Powell, 2007, Transp. Sci..

Optimal Learning Policies for the Newsvendor Problem with Censored Demand and Unobservable Lost Sales

Warren Powell, Diana M. Negoescu, Diana Negoescu, 2008 .

Chapter 5 Dynamic Models for Freight Transportation

Warren B. Powell, Hugo P. Simão, Belgacem Bouzaïene-Ayari, 2007, Transportation.

MOLTE: a Modular Optimal Learning Testing Environment pdf

Warren B. Powell, Yingfei Wang, Warrren B Powell, 2017, ArXiv.

The Knowledge Gradient for Sequential Decision Making with Stochastic Binary Feedbacks

Warren B. Powell, Chu Wang, Yingfei Wang, 2016, ICML.

Finite-time Analysis for the Knowledge-Gradient Policy pdf

Warren B. Powell, Yingfei Wang, Warrren B Powell, 2016, SIAM J. Control. Optim..

An Approximate Dynamic Programming Algorithm for Monotone Value Functions

Warren B. Powell, Daniel R. Jiang, Warrren B Powell, 2014, Oper. Res..

Optimal online learning in bidding for sponsored search auctions

Warren B. Powell, Donghun Lee, Weidong Han, 2017, 2017 IEEE Symposium Series on Computational Intelligence (SSCI).

Dynamic Bidding for Advance Commitments in Truckload Brokerage Markets pdf

Warren B. Powell, Yingfei Wang, Juliana Martins Do Nascimento, 2018, ArXiv.

Reinforcement Learning for Dynamic Bidding in Truckload Markets: an Application to Large-Scale Fleet Management with Advance Commitments

Warren Powell, Yingfei Wang, Juliana Martins Do Nascimento, 2018 .

From Reinforcement Learning to Optimal Control: A unified framework for sequential decisions pdf

Warren B Powell, Warrren B Powell, 2019, Handbook of Reinforcement Learning and Control.

Approximate dynamic programming algorithms for optimal dosage decisions in controlled ovarian hyperstimulation

Warren B. Powell, Lei Zhao, Miao He, 2012, Eur. J. Oper. Res..

Adaptive Labeling Algorithms for the Dynamic Assignment Problem

Warren B. Powell, Wayne Snow, Raymond K.-M. Cheung, 2000, Transp. Sci..

Solving Parallel Machine Scheduling Problems by Column Generation

Warren B. Powell, Zhi-Long Chen, Warrren B Powell, 1999, INFORMS J. Comput..

The knowledge-gradient stopping rule for ranking and selection

Warren B. Powell, Peter I. Frazier, P. Frazier, 2008, 2008 Winter Simulation Conference.

Bias-Corrected Q-Learning With Multistate Extension

Warren B. Powell, Donghun Lee, Warrren B Powell, 2019, IEEE Transactions on Automatic Control.

Approximate Dynamic Programming for Dynamic Quantile-Based Risk Measures

Daniel R. Jiang, Warrren B Powell, 2015 .

The optimizing-simulator: merging simulation and optimization using approximate dynamic programming

Warren B. Powell, Warrren B Powell, 2005, Proceedings of the Winter Simulation Conference, 2005..

Stepsize Selection for Approximate Value Iteration and a New Optimal Stepsize Rule

Warrren B Powell, I. Ryzhov, 2009 .

Approximate Dynamic Programming for High-Dimensional Problems

Warren B. Powell, Warrren B Powell, 2007 .

A Stochastic Formulation of the Dynamic Assignment Problem, with an Application to Truckload Motor Carriers

Warren B. Powell, Warrren B Powell, 1996, Transp. Sci..

Approximate dynamic programming for high dimensional resource allocation problems

W.B. Powell, A. George, B. Bouzaiene-Ayari, 2005, Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005..

Adaptive Learning of Drug Quality and Optimization of Patient Recruitment for Clinical Trials with Dropouts

Warrren B Powell, Zhili Tian, Weidong Han, 2021, Manuf. Serv. Oper. Manag..

Parallel Nonstationary Direct Policy Search for Risk-Averse Stochastic Optimization

Warren B. Powell, Boris Defourny, Somayeh Moazeni, 2017, INFORMS J. Comput..

A Probability Model for Grid Faults Using Incomplete Information

Warren B. Powell, Lina Al-Kanj, Belgacem Bouzaïene-Ayari, 2017, IEEE Transactions on Smart Grid.

Robust Forecasting for Unit Commitment with Wind

Warren B. Powell, Boris Defourny, Hugo P. Simão, 2013, 2013 46th Hawaii International Conference on System Sciences.

Least squares policy iteration with instrumental variables vs. direct policy search: comparison against optimal benchmarks using energy storage

Warren B. Powell, Warren R. Scott, Somayeh Moazehi, 2014, INFOR Inf. Syst. Oper. Res..

The Effect of Robust Decisions on the Cost of Uncertainty in Military Airlift Operations

Warren B. Powell, Abdeslem Boukhtouta, Belgacem Bouzaïene-Ayari, 2011, TOMC.

Approximate dynamic programming with correlated Bayesian beliefs

Warren B. Powell, Ilya O. Ryzhov, Warrren B Powell, 2010, 2010 48th Annual Allerton Conference on Communication, Control, and Computing (Allerton).

The optimizing-simulator: An illustration using the military airlift problem

Warren B. Powell, Tongqiang Tony Wu, Alan Whisman, 2009, TOMC.

A convergent recursive least squares approximate policy iteration algorithm for multi-dimensional Markov decision process with continuous state and action spaces

Warren B. Powell, Jun Ma, Warrren B Powell, 2009, 2009 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning.

Optimal Learning

P. Frazier, Warrren B Powell, 2021, Encyclopedia of Evolutionary Psychological Science.

AI, OR and Control Theory: A Rosetta Stone for Stochastic Optimization

Warren B. Powell, Warrren B Powell, 2012 .

An Approximate Dynamic Programming Algorithm for the Allocation of High-Voltage Transformer Spares in the Electric Grid

Warren B. Powell, Johannes Enders, David Egan, 2012 .

Optimal Learning for Drug Discovery in Ewing ’ s Sarcoma

Diana M. Negoescu, P. Frazier, Warrren B Powell, 2009 .

Combining cost-based and rule-based knowledge in complex resource allocation problems

Sanjeev R. Kulkarni, Warren B. Powell, Arun Marar, 2006 .

From Single Commodity to Multiattribute Models for Locomotive Optimization: A Comparison of Optimal Integer Programming and Approximate Dynamic Programming

Warren B. Powell, Clark Cheng, Ricardo Fiorillo, 2016, Transp. Sci..

Optimal Learning for Sequential Decisions in Laboratory Experimentation pdf

Kristofer G. Reyes, Kris Reyes, Warren B Powell, 2020, ArXiv.

Hierarchical Knowledge Gradient for Sequential Sampling

P. Frazier, Warrren B Powell, M. Mes, 2011, J. Mach. Learn. Res..

The challenge of integrating offshore wind power in the U.S. electric grid. Part II: Simulation of electricity market operations

Willett Kempton, Cristina L. Archer, H. P. Simão, 2017 .

Approximate dynamic programming : solving the curses of dimensionality

Warrren B Powell, 2011 .

Dynamic Control of Logistics Queueing Networks for Large-Scale Fleet Management

Warren B. Powell, Tassio A. Carvalho, Warrren B Powell, 1998, Transp. Sci..

Stochastic Programming in Transportation and Logistics

Warren B. Powell, Huseyin Topaloglu, Warrren B Powell, 2003 .

Approximate Dynamic Programming - Solving the Curses of Dimensionality

Warrren B Powell, 2007, Wiley Series in Probability and Statistics.

On State Variables, Bandit Problems and POMDPs pdf

Warren B Powell, Warrren B Powell, 2020, ArXiv.

Backward Approximate Dynamic Programming with Hidden Semi-Markov Stochastic Models in Energy Storage Optimization

Warrren B Powell, J. Nascimento, Joseph Durante, 2017, 1710.03914.

SDDP vs. ADP: The Effect of Dimensionality in Multistage Stochastic Optimization for Grid Level Energy Storage

Warren B. Powell, Tsvetan Asamov, Daniel F. Salas, 2016, 1605.01521.

Locomotive Planning at Norfolk Southern: An Optimizing Simulator Using Approximate Dynamic Programming

Warren B. Powell, Sourav Das, Clark Cheng, 2014, Interfaces.

A Robust Solution to the Load Curtailment Problem

Warren B. Powell, Boris Defourny, L. Wu, 2013, IEEE Transactions on Smart Grid.

Approximate Dynamic Programming Captures Fleet Operations for Schneider National

Warren B. Powell, Ted Gifford, Hugo P. Simão, 2010, Interfaces.

Optimal control of dosage decisions in controlled ovarian hyperstimulation

Warren B. Powell, Lei Zhao, Miao He, 2010, Ann. Oper. Res..

A dynamic model for the failure replacement of aging high-voltage transformers

Warren B. Powell, David Egan, Warrren B Powell, 2010 .

A Monte Carlo knowledge gradient method for learning abatement potential of emissions reduction technologies

Warren B. Powell, Ilya O. Ryzhov, Warrren B Powell, 2009, Proceedings of the 2009 Winter Simulation Conference (WSC).

The knowledge gradient algorithm for online subset selection

Warren B. Powell, Ilya O. Ryzhov, Warrren B Powell, 2009, 2009 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning.

Approximate dynamic programming for management of high‐value spare parts

Warren B. Powell, Hugo P. Simão, Warrren B Powell, 2009, Journal of Manufacturing Technology Management.

Approximate dynamic programming: Lessons from the field

Warren B. Powell, Warrren B Powell, 2008, 2008 Winter Simulation Conference.

Dynamic Decision Making in Energy Systems with Storage and Renewable Energy Sources

Warren B. Powell, Stephan Meisel, Warrren B Powell, 2017 .

A unified framework for stochastic and dynamic programming

Warren B. Powell, Warrren B Powell, 2012 .

Adaptive Stochastic Control for the Smart Grid The main theme of this paper is that creation of the Smart Grid will provide self-healing capabilities and improved efficiency and allow load and source management for better performance.

Warren B. Powell, Roger N. Anderson, Albert Boulanger, 2011 .

Rejoinder - The Languages of Stochastic Optimization

Warren B. Powell, Warrren B Powell, 2010, INFORMS J. Comput..

The Information-Collecting Vehicle Routing Problem: Stochastic Optimization for Emergency Storm Response pdf

Warren B. Powell, Lina Al-Kanj, Belgacem Bouzaïene-Ayari, 2016, ArXiv.

Risk Directed Importance Sampling in Stochastic Dual Dynamic Programming with Hidden Markov Models for Grid Level Energy Storage.

Warrren B Powell, J. Nascimento, Joseph Durante, 2020, 2001.06026.

Low-Rank Value Function Approximation for Co-Optimization of Battery Storage

Warren B. Powell, Tsvetan Asamov, Bolong Cheng, 2018, IEEE Transactions on Smart Grid.

Scenario Generation Methods that Replicate Crossing Times in Spatially Distributed Stochastic Systems

Warren B. Powell, Joseph Durante, Raj Patel, 2018, SIAM/ASA J. Uncertain. Quantification.

A comparison of approximate dynamic programming techniques on benchmark energy storage problems: Does anything work?

Warren B. Powell, Daniel R. Jiang, Daniel F. Salas, 2014, 2014 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL).

Stochastic search for a parametric cost function approximation: Energy storage with rolling forecasts

Warrren B Powell, Saeed Ghadimi, 2022, Eur. J. Oper. Res..

SMART-Invest: a stochastic, dynamic planning for optimizing investments in wind, solar, and storage in the presence of fossil fuels. The case of the PJM electricity market

Warren B. Powell, Javad Khazaei, Warrren B Powell, 2018 .

An Adaptive Dynamic Programming Algorithm for Dynamic Fleet Management, II: Multiperiod Travel Times

Warren B. Powell, Gregory A. Godfrey, Warrren B Powell, 2002, Transp. Sci..

Optimal Learning and Approximate Dynamic Programming

Warren B. Powell, Ilya O. Ryzhov, Warrren B Powell, 2013 .

A Review of Sensitivity Results for Linear Networks and a New Approximation to Reduce the Effects of Degeneracy

Warren B. Powell, Warrren B Powell, 1989, Transp. Sci..

ADAPT: A Price-Stabilizing Compliance Policy for Renewable Energy Certificates: The Case of SREC Markets

Warren B. Powell, Javad Khazaei, Michael Coulon, 2017, Oper. Res..

Quantifying Experimental Characterization Choices in Optimal Learning and Materials Design

Warren B. Powell, Si Chen, Yan Li, 2015 .

A Representational Paradigm for Dynamic Resource Transformation Problems

Warren B. Powell, Joel A. Shapiro, Hugo P. Simão, 2001, Ann. Oper. Res..

On the Value of Optimal Myopic Solutions for Dynamic Routing and Scheduling Problems in the Presence of User Noncompliance

Warren B. Powell, Arun Marar, Michael T. Towns, 2000, Transp. Sci..

On Languages for Dynamic Resource Scheduling Problems

Warren B. Powell, Warrren B Powell, 1998 .

An Adaptive Dynamic Programming Algorithm for the Heterogeneous Resource Allocation Problem

Warren B. Powell, Joel A. Shapiro, Hugo P. Simão, 2002, Transp. Sci..

OR Practice - Design and Implementation of an Interactive Optimization System for Network Design in the Motor Carrier Industry

Warrren B Powell, Y. Sheffi, 1989, Oper. Res..

Interactive Optimization Improves Service and Performance for Yellow Freight System

Warren B. Powell, John W. Braklow, William W. Graham, 1992 .

A Local Improvement Heuristic for the Design of Less-than-Truckload Motor Carrier Networks

Warren B. Powell, Warrren B Powell, 1986, Transp. Sci..

Information Collection for Linear Programs with Uncertain Objective Coefficients

Warren B. Powell, Ilya O. Ryzhov, Warrren B Powell, 2012, SIAM J. Optim..

Nested-Batch-Mode Learning and Stochastic Optimization with An Application to Sequential MultiStage Testing in Materials Science

Warren B. Powell, Chad A. Mirkin, Keith A. Brown, 2015, SIAM J. Sci. Comput..

Fleet Management

Roger Weaver, Warrren B Powell, 2008, Encyclopedia of GIS.

The single-node dynamic service scheduling and dispatching problem

Teodor Gabriel Crainic, Warren B. Powell, José Eugênio Leal, 2006, Eur. J. Oper. Res..

Integrating Pattern-Based Reasoning in Multimodal Decision Systems

Susan L. Epstein, Warren B. Powell, Jack Gelfand, 1998 .

Real-Time Optimization of Containers and Flatcars for Intermodal Operations

Warren B. Powell, Tassio A. Carvalho, Warrren B Powell, 1998, Transp. Sci..

Handbook of Learning and Approximate Dynamic Programming (IEEE Press Series on Computational Intelligence)

A. Barto, Warrren B Powell, J. Si, 2004 .

An Optimal Solution to a General Dynamic Jet Fuel Hedging Problem

Warrren B Powell, J. Nascimento, 2008 .

Dynamic fleet management as a logistics queueing network

Warren B. Powell, Hugo P. Simão, Gregory A. Godfrey, 1995, Ann. Oper. Res..

Benchmarking a Scalable Approximate Dynamic Programming Algorithm for Stochastic Control of Grid-Level Energy Storage

Warren B. Powell, Daniel F. Salas, Warrren B Powell, 2018, INFORMS J. Comput..

THE DYNAMIC VEHICLE ALLOCATION PROBLEM WITH UNCERTAIN DEMANDS

Warren B. Powell, Yosef Sheffi, S Thiriez, 1987 .

LEARNING AND APPROXIMATE DYNAMIC PROGRAMMING Scaling Up to the Real World

A. Barto, Warrren B Powell, 2004 .

Strategic, Tactical and Real-Time Planning of Locomotives at Norfolk Southern Using Approximate Dynamic Programming

Warren B. Powell, Sourav Das, Clark Cheng, 2012 .

Reinforcement learning for electricity dispatch in grids with high intermittent generation and energy storage systems: A case study for the Brazilian grid

Warren B. Powell, Alberto Luiz Francato, Vinícius de Carvalho Neiva Pinheiro, 2020, International Journal of Energy Research.

C Xxxx Society for Industrial and Applied Mathematics Optimal Learning in Experimental Design Using the Knowledge Gradient Policy with Application to Characterizing Nanoemulsion Stability

Warren B. Powell, Si Chen, Michael C. McAlpine, 2022 .

Using Static Flow Patterns in Time-Staged Resource Allocation Problems

Warren B. Powell, Arun Marar, Warrren B Powell, 2006 .

One-stage R&D portfolio optimization with an application to solid oxide fuel cells

Warrren B Powell, Lauren Hannah, J. Stewart, 2010 .

Waiting time distributions for transient bulk queues with general vehicle dispatching strategies

Warren B. Powell, Hugo P. Simão, Warrren B Powell, 1988 .

Finding the Yellow Brick Road: Part 4, I Wish I Had a Brain

Warren B. Powell, Donald E. Mayoras, Warrren B Powell, 1997 .

Finding the Yellow Brick Road: Part 2, Lions and Tigers and Bears!

Warren B. Powell, Donald E. Mayoras, Warrren B Powell, 1996 .

Finding the Yellow Brick Road: Part 1, “Toto, I Have a Feeling We're Not in Kansas Anymore!”

Warren B. Powell, Donald E. Mayoras, Warrren B Powell, 1996 .

On the robustness of a one-period look-ahead policy in multi-armed bandit problems

Warren B. Powell, Peter I. Frazier, Ilya O. Ryzhov, 2010, ICCS.