Concepedia

Stationary Policy Optimization

Stationary Policy Optimization is a methodological framework within Infinite-Horizon Markov Decision Processes that systematically identifies time-invariant policies maximizing long-term expected reward by restricting the search space to stationary decision rules.

96

Publications

5.3K

Citations

164

Authors

93

Institutions

Publications per year

2017–2026

17

Parents

Publications

96

The Optimal Control of Partially Observable Markov Processes over the Infinite Horizon: Discounted Costs

Edward J. Sondik · Operations Research · 1978 · 545 citations

, , +15

Risk-Sensitive Markov Decision Processes

Ronald A. Howard, James Matheson · Management Science · 1972 · 513 citations

, , +14

An anti-jamming stochastic game for cognitive radio networks

B Wang, Yongle Wu, K J R Liu et al. · IEEE Journal on Selected Areas in Communications · 2011 · 320 citations

, , +16

Computationally Feasible Bounds for Partially Observed Markov Decision Processes

William S. Lovejoy · Operations Research · 1991 · 310 citations

, , +17

Linear Programming and Markov Decision Chains

Arie Hordijk, L. C. M. Kallenberg · Management Science · 1979 · 146 citations

, , +13

1–5 of 96

Authors

164

  1. RC
    Rolando Cavazos–Cadena

    Universidad Autónoma Agraria Antonio Narro, Mexico

    5 publications · 106 citations

    5

    h-index

  2. HC
    He Chen

    The University of Sydney, Australia

    4 publications · 140 citations

    4

    h-index

  3. QW
    Qian Wang

    Chinese University of Hong Kong, Hong Kong SAR China

    4 publications · 140 citations

    4

    h-index

  4. BV
    Branka Vucetic

    The University of Sydney, Australia

    3 publications · 124 citations

    3

    h-index

  5. LI
    Linn I. Sennott

    Illinois State University, United States

    3 publications · 163 citations

    3

    h-index

1–5 of 164

Institutions

93

  1. The University of Sydney

    Sydney, Australia

    4 h-index

    11 publications

    430 citations

  2. Texas A&M University

    College Station, United States

    4 h-index

    13 publications

    347 citations

  3. Stanford University

    Stanford, United States

    4 h-index

    4 publications

    1.4K citations

  4. Illinois State University

    Normal, United States

    3 h-index

    3 publications

    163 citations

  5. Tsinghua University

    Beijing, China

    3 h-index

    3 publications

    100 citations

  6. Stony Brook University

    Stony Brook, United States

    3 h-index

    3 publications

    223 citations

  7. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    3 h-index

    6 publications

    247 citations

  8. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    3 h-index

    6 publications

    240 citations

1–8 of 93

Venues

  1. Operations Research

    8 publications · 1.1K citations

    8

    h-index

  2. Management Science

    8 publications · 1K citations

    8

    h-index

  3. Journal of Applied Probability

    JAP · 7 publications · 308 citations

    7

    h-index

  4. Mathematics of Operations Research

    6 publications · 301 citations

    6

    h-index

  5. IEEE Transactions on Automatic Control

    5 publications · 239 citations

    5

    h-index

1–5