Concepedia

Batch Policy Optimization

Batch Policy Optimization is a reinforcement learning method that improves decision-making policies by optimizing over a fixed dataset of previously collected interactions, distinguishing itself from online approaches through its reliance on offline, batch-processed experience rather than real-time environment engagement.

7

Publications

510

Citations

24

Authors

13

Institutions

Publications per year

2017–2026

2

Variants

Offline Policy Optimization

Parents

Publications

7

Dynamic batching policies for an on-demand video server

Asit Dan, Dinkar Sitaram, Perwez Shahabuddin · Multimedia Systems · 1996 · 401 citations

, , +14

Bi-criteria algorithm for scheduling jobs on cluster platforms

Pierre-François Dutot, Lionel Eyraud, Grégory Mounié et al. · 2004 · 38 citations

, , +17

Job order releasing and throughput planning for multi-priority orders in wafer fabs

S. H. Chung, W. L. Pearn, A. H. I. Lee et al. · International Journal of Production Research · 2003 · 18 citations

, , +17

Batch Ordering Policy of Multi-location Spare Parts Inventory System with Emergency Lateral Transshipments

Jiazhen Huo, Hu Li · Systems Engineering - Theory & Practice · 2007 · 15 citations

, , +16

Multi-Objective Semiconductor Manufacturing Scheduling: A Random Keys Implementation of NSGA-II

Scott J. Mason, Mary E. Kurz, Michele E. Pfund et al. · 2007 · 14 citations

, , +17

1–5 of 7

Authors

24

  1. ME
    Mary E. Kurz

    Clemson University, United States

    1 publications · 14 citations

    1

    h-index

  2. PD
    Pierre-François Dutot

    Université Grenoble Alpes, France

    1 publications · 38 citations

    1

    h-index

  3. AD
    Asit Dan

    IBM (United States), United States

    1 publications · 401 citations

    1

    h-index

  4. JH
    Jiazhen Huo

    Tongji University, China

    1 publications · 15 citations

    1

    h-index

  5. DS
    Dale Schuurmans

    University of Alberta, Canada

    1 publications · 12 citations

    1

    h-index

1–5 of 24

Institutions

13

  1. National Yang Ming Chiao Tung University

    Hsinchu, Taiwan

    1 h-index

    4 publications

    72 citations

  2. Stanford University

    Stanford, United States

    1 h-index

    1 publications

    12 citations

  3. Tongji University

    Shanghai, China

    1 h-index

    2 publications

    30 citations

  4. Columbia University

    New York, United States

    1 h-index

    1 publications

    401 citations

  5. Google (United States)

    Mountain View, United States

    1 h-index

    1 publications

    12 citations

  6. University of Alberta

    Edmonton, Canada

    1 h-index

    1 publications

    12 citations

  7. The University of Texas at Austin

    Austin, United States

    1 h-index

    1 publications

    12 citations

  8. University of Manchester

    Manchester, United Kingdom

    1 h-index

    1 publications

    12 citations

1–8 of 13

Venues

  1. International Journal of Production Research

    1 publications · 18 citations

    1

    h-index

  2. Multimedia Systems

    1 publications · 401 citations

    1

    h-index

  3. Systems Engineering - Theory & Practice

    1 publications · 15 citations

    1

    h-index

  4. Neural Information Processing Systems

    Conference · 1 publications · 12 citations

    1

    h-index

  5. arXiv (Cornell University)

    Repository · 1 publications · 10 citations

1–5