Concepedia

Policy Convergence Analysis

Policy Convergence Analysis is a formal method in reinforcement learning that systematically evaluates the conditions and rate under which iterative policy improvement processes converge to an optimal or stationary policy within the framework of dynamic programming.

377

Publications

33.2K

Citations

697

Authors

335

Institutions

Publications per year

2017–2026

117

Parents

Publications

377

Policy Gradient Methods for Reinforcement Learning with Function Approximation

Richard S. Sutton, David McAllester, Satinder Singh et al. · 1999 · 5K citations

, , +13

Learning from Abroad: The Role of Policy Transfer in Contemporary Policy‐Making

David P. Dolowitz, David Marsh · Governance · 2000 · 3.2K citations

, , +17

What Is Policy Convergence and What Causes It?

Colin J. Bennett · British Journal of Political Science · 1991 · 965 citations

, , +8

Globalization and Policy Convergence

Daniel W. Drezner · International Studies Review · 2001 · 686 citations

, , +16

Causes and conditions of cross-national policy convergence

Katharina Holzinger, Christoph Knill · Journal of European Public Policy · 2005 · 655 citations

, , +8

1–5 of 377

Authors

697

  1. YL
    Yingbin Liang

    The Ohio State University, United States

    8 publications · 192 citations

    8

    h-index

  2. ZY
    Zhuoran Yang

    Princeton University, United States

    7 publications · 523 citations

    7

    h-index

  3. CK
    Christoph Knill

    Ludwig-Maximilians-Universität München, Germany

    7 publications · 1.9K citations

    7

    h-index

  4. TX
    Tengyu Xu

    The Ohio State University, United States

    7 publications · 176 citations

    7

    h-index

  5. SM
    Shie Mannor

    Technion – Israel Institute of Technology, Israel

    6 publications · 201 citations

    6

    h-index

1–5 of 697

Institutions

335

  1. University of Konstanz

    Konstanz, Germany

    9 h-index

    14 publications

    3.3K citations

  2. Princeton University

    Princeton, United States

    8 h-index

    9 publications

    765 citations

  3. University of Alberta

    Edmonton, Canada

    8 h-index

    19 publications

    873 citations

  4. Technion – Israel Institute of Technology

    Haifa, Israel

    7 h-index

    16 publications

    576 citations

  5. Chinese Academy of Sciences

    Beijing, China

    7 h-index

    16 publications

    1.2K citations

  6. Columbia University

    New York, United States

    7 h-index

    10 publications

    824 citations

  7. Carnegie Mellon University

    Pittsburgh, United States

    7 h-index

    10 publications

    1.9K citations

  8. University of British Columbia

    Vancouver, Canada

    6 h-index

    8 publications

    922 citations

1–8 of 335

Venues

  1. arXiv (Cornell University)

    Repository · 40 publications · 1.5K citations

    22

    h-index

  2. Journal of European Public Policy

    JEPP · 13 publications · 2.1K citations

    13

    h-index

  3. Mathematics of Operations Research

    8 publications · 485 citations

    8

    h-index

  4. SIAM Journal on Control and Optimization

    7 publications · 359 citations

    7

    h-index

  5. Automatica

    8 publications · 503 citations

    7

    h-index

1–5