Abhijit Gosavi

发表

Simulation-Based Optimization: Parametric Optimization Techniques and Reinforcement Learning

Abhijit Gosavi, A. Gosavi, 2003 .

Model-Building for Robust Reinforcement Learning

Abhijit Gosavi, A. Gosavi, 2010 .

Simulation-Based Optimization: Parametric Optimization Techniques and Reinforcement Learning

Abhijit Gosavi, A. Gosavi, 2003 .

Solving Markov Decision Processes via Simulation

Abhijit Gosavi, A. Gosavi, 2015 .

What Is Systems Engineering

Abhijit Gosavi, Jane M. Fraser, 2010 .

A Reinforcement Learning Algorithm Based on Policy Iteration for Average Reward: Empirical Results with Yield Management and Convergence Analysis

Abhijit Gosavi, A. Gosavi, 2004, Machine Learning.

An algorithm for solving semi-markov decision problems using reinforcement learning: convergence analysis and numerical results

Abhijit Gosavi, Tapas K. Das, 1999 .

Life Expectancy Evaluation and Development of a Replacement Schedule for LED Traffic Signals

Abhijit Gosavi, Suzanna Long, Ruwen Qin, 2011 .

Parametric Optimization: Response Surfaces and Neural Networks

Abhijit Gosavi, 2015 .

LED Traffic Signal Replacement Schedules: Facilitating Smooth Freight Flows

Abhijit Gosavi, Suzanna Long, Ruwen Qin, 2011 .

Improving Flow in Healthcare Clinics through Simulation

Abhijit Gosavi, Elizabeth A. Cudney, Susan L. Murray, 2012 .

Simulation-Based Reinforcement Learning for Vendor-Managed Inventory Systems

Abhijit Gosavi, 2008 .

Simulation-based optimisation for material dispatching in Vendor-Managed Inventory systems

Abhijit Gosavi, Ganesh Subramaniam, A. Gosavi, 2007, Int. J. Simul. Process. Model..

A machine learning approach to optimise the usage of recycled material in a remanufacturing environment

Abhijit Gosavi, Rakesh Nagi, Purvin Shah, 2010 .

Stochastic Modeling of an Automated Guided Vehicle System With One Vehicle and a Closed-Loop Path

Abhijit Gosavi, Aykut F. Kahraman, Karla J. Oty, 2008, IEEE Transactions on Automation Science and Engineering.

Parametric Optimization: Simultaneous Perturbation & Meta-Heuristics

Abhijit Gosavi, 2003 .

The Use of Discrete-Event Simulation to Improve Flow in Healthcare Clinics

Abhijit Gosavi, Elizabeth A. Cudney, Susan L. Murray, 2012 .

Stochastics and Statistics Reinforcement learning for long-run average cost

Abhijit Gosavi, A. Gosavi, 2004 .

A Survey of Bridge-Maintenance Strategies

Abhijit Gosavi, Suzanna Long, Venkata Manojramam Tirumalasetty, 2009 .

Self-Improving Factory Simulation using Continuous-time Average-Reward Reinforcement Learning

Abhijit Gosavi, Tapas K. Das, Sridhar Mahadevan, 2007 .

On the distribution of the number stranded in bulk-arrival, bulk-service queues of the M/G/1 form

Abhijit Gosavi, Aykut F. Kahraman, A. Gosavi, 2011, Eur. J. Oper. Res..

Control Optimization with Learning Automata

Abhijit Gosavi, 2003 .

Simulation optimization for revenue management of airlines with cancellations and overbooking

Abhijit Gosavi, Aykut F. Kahraman, Emrah Ozkaya, 2006, OR Spectr..

Simulation-Based Optimization: An Overview

Abhijit Gosavi, 2015 .

A bounded actor-critic reinforcement learning algorithm applied to airline revenue management

Abhijit Gosavi, Ryan J. Lawhead, A. Gosavi, 2019, Eng. Appl. Artif. Intell..

Convergence Analysis of Control Optimization Methods

Abhijit Gosavi, A. Gosavi, 2015 .

Simulation-Based Methods for Studying Reliability and Preventive Maintenance of Public Infrastructure

Abhijit Gosavi, Susan L. Murray, 2010 .

Economic design of dual-sampling-interval policies for X¯ charts with and without run rules

Abhijit Gosavi, Tapas K. Das, Vikas Jain, 1997 .

Parametric Optimization: Stochastic Gradients and Adaptive Search

Abhijit Gosavi, A. Gosavi, 2015 .

Impact of Using PEM Forklifts on Manufacturing Layouts

Abhijit Gosavi, Scott E. Grasman, Suzanna Long, 2012 .

Strategies for Using Technology When Grading Problem-Based Classes

Abhijit Gosavi, Ruwen Qin, Ivan G. Guardiola, 2010 .

Model-building semi-Markov adaptive critics

Abhijit Gosavi, Jiaqiao Hu, Susan L. Murray, 2011, 2011 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL).

A Budget-Sensitive Approach to Scheduling Maintenance in a Total Productive Maintenance (TPM) Program

Abhijit Gosavi, Susan L. Murray, V. Manojramam Tirumalasetty, 2011 .

Simulation-based optimization for determining AGV capacity in a manufacturing system

Abhijit Gosavi, Scott E. Grasman, 2009 .

A New Reinforcement Learning Algorithm With Fixed Exploration for Semi-Markov Control in Preventive Maintenance

Abhijit Gosavi, Angelo Encapera, A. Gosavi, 2017 .

Variance-penalized Markov decision processes: dynamic programming and reinforcement learning techniques

Abhijit Gosavi, 2014, Int. J. Gen. Syst..

Problem-Based Learning and Industrial Engineering

Abhijit Gosavi, Jane M. Fraser, Jane M. Fraser, 2013 .

Simulation-based optimization for material dispatching in a retailer network

Abhijit Gosavi, Ganesh Subramaniam, A. Gosavi, 2004, Proceedings of the 2004 Winter Simulation Conference, 2004..

Reinforcement Learning for Risk-Sensitive Control

Abhijit Gosavi, 2009 .

A data-driven methodology for dynamic pricing and demand response in electric power networks

Abhijit Gosavi, Tapas K. Das, Changhyun Kwon, 2019, Electric Power Systems Research.

A risk-sensitive approach to total productive maintenance

Abhijit Gosavi, A. Gosavi, 2006, Autom..

Analysis of Clinic Layouts and Patient-Centered Procedural Innovations Using Discrete-Event Simulation

Abhijit Gosavi, Elizabeth A. Cudney, Susan L. Murray, 2016 .

Model-building adaptive critics for semi-Markov control

Abhijit Gosavi, Jiaqiao Hu, Susan L. Murray, 2012, SOCO 2012.

Use of Buzzwords in Industrial Engineering Education

Abhijit Gosavi, Jane M. Fraser, Jane M. Fraser, 2011 .

Control Optimization with Stochastic Dynamic Programming

Abhijit Gosavi, A. Gosavi, 2015 .

Solving Markov decision processes with downside risk adjustment

Abhijit Gosavi, Anish Parulekar, A. Gosavi, 2016, Int. J. Autom. Comput..

Reinforcement Learning: A Tutorial Survey and Recent Advances

Abhijit Gosavi, A. Gosavi, 2009, INFORMS J. Comput..

Approximate Policy Iteration for Semi-Markov Control Revisited

Abhijit Gosavi, 2011, Complex Adaptive Systems.

Control Optimization with Reinforcement Learning

Abhijit Gosavi, A. Gosavi, 2015 .

Evaluating Useful Life and Developing Replacement Schedules for LED Traffic Signals: Statistical Methodology and a Field Study

Abhijit Gosavi, Suzanna Long, Ruwen Qin, 2012 .

A semi-Markov model for post-earthquake emergency response in a smart city

Abhijit Gosavi, Shuva Ghosh, A. Gosavi, 2017 .

Predicting Response of Risk-Seeking Systems During Project Negotiations in a System of Systems

Abhijit Gosavi, Cihan H. Dagli, Siddhartha Agarwal, 2017, IEEE Systems Journal.

Convergence: Background Material

Abhijit Gosavi, 2015 .

Reinforcement learning for long-run average cost

Abhijit Gosavi, A. Gosavi, 2004, Eur. J. Oper. Res..

Boundedness of iterates in Q-Learning

Abhijit Gosavi, A. Gosavi, 2006, Syst. Control. Lett..

Global supply chain management: A reinforcement learning approach

Abhijit Gosavi, Tapas K. Das, Pierpaolo Pontrandolfo, 2002 .

A Reinforcement Learning Approach for Inventory Replenishment in Vendor-Managed Inventory Systems With Consignment Inventory

Abhijit Gosavi, Li Lin, Zheng Sui, 2010 .

Convergence Analysis of Parametric Optimization Methods

Abhijit Gosavi, A. Gosavi, 2015 .

Reinforcement learning for model building and variance-penalized control

Abhijit Gosavi, 2009, Proceedings of the 2009 Winter Simulation Conference (WSC).

Control Optimization with Stochastic Search

Abhijit Gosavi, A. Gosavi, 2015 .

Form Errors in Precision Metrology: A Survey of Measurement Techniques

Abhijit Gosavi, Elizabeth A. Cudney, 2012 .

Stochastic policy search for variance-penalized semi-Markov control

Abhijit Gosavi, Mandar Purohit, 2011, Proceedings of the 2011 Winter Simulation Conference (WSC).

Systems Engineering Education in the U.S.: Textbooks and Programs

Abhijit Gosavi, Jane M. Fraser, 2012 .

Basic Concepts Underlying Simulation

Abhijit Gosavi, 2003 .

Approximate Policy Iteration for Markov Control Revisited

Abhijit Gosavi, 2012, Complex Adaptive Systems.

Beyond exponential utility functions: A variance-adjusted approach for risk-averse reinforcement learning

Sajal K. Das, Abhijit Gosavi, Sajal K. Das, 2014, 2014 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL).

How to Rein in the Volatile Actor: A New Bounded Perspective

Abhijit Gosavi, A. Gosavi, 2014, Complex Adaptive Systems.

Relative value iteration for average reward semi-Markov control via simulation

Abhijit Gosavi, A. Gosavi, 2013, 2013 Winter Simulations Conference (WSC).

Using Retrospective Assessment to Measure Levels of Student and Faculty Engagement in the Development of Sustainability Supply Chain and Facility Logistics Curriculum

Abhijit Gosavi, Scott E. Grasman, Suzanna Long, 2011 .

An Advanced Computational Approach to System of Systems Analysis & Architecting Using Agent-Based Behavioral Model

Abhijit Gosavi, Kristin Giammarco, Cihan H. Dagli, 2013 .

An evaluation of professional quality measurement systems for the automotive industry

Abhijit Gosavi, Elizabeth A. Cudney, William Daughton, 2012 .

Adaptive Critics for Airline Revenue Management

Abhijit Gosavi, 2007 .

The multi-product price-setting newsvendor with resource capacity constraints

Abhijit Gosavi, Chase C. Murray, Debabrata Talukdar, 2012 .

A Tutorial for Reinforcement Learning

Abhijit Gosavi, A. Gosavi, 2004 .

Target-sensitive control of Markov and semi-Markov processes

Abhijit Gosavi, A. Gosavi, 2011 .

Building Communication Skills In Supply Chain Management And Facility Logistics Curriculum Through Multi Institutional Virtual Teaming

Abhijit Gosavi, Scott E. Grasman, Jane M. Fraser, 2010 .

Joint Optimization of Product Price, Display Orientation and Shelf-Space Allocation in Retail Category Management

Abhijit Gosavi, Chase C. Murray, Debabrata Talukdar, 2010 .