Concepedia

Asynchronous Policy Iteration

Asynchronous Policy Iteration is a variant of the policy iteration algorithm in reinforcement learning where the evaluation and improvement of the policy are performed on a per-state basis in an irregular, non-sequential order, allowing convergence without requiring full sweeps over the state space.

16

Publications

945

Citations

31

Authors

21

Institutions

Publications per year

2017–2026

7

Parents

Publications

16

Revisiting log-linear learning: Asynchrony, completeness and payoff-based implementation

Jason R. Marden, Jeff S. Shamma · Games and Economic Behavior · 2012 · 299 citations

, , +10

Actor-Critic--Type Learning Algorithms for Markov Decision Processes

Vijaymohan R. Konda, Vivek S. Borkar · SIAM Journal on Control and Optimization · 1999 · 238 citations

, , +12

Revisiting log-linear learning: Asynchrony, completeness and payoff-based implementation

Jason R. Marden, Jeff S. Shamma · 2010 · 49 citations

, , +10

A new asynchronous reinforcement learning algorithm based on improved parallel PSO

Shifei Ding, Wei Du, Xingyu Zhao et al. · Applied Intelligence · 2019 · 46 citations

, , +7

Value Function Based Reinforcement Learning in Changing Markovian Environments

Balázs Csanád Csáji, László Monostori · 2008 · 41 citations

, , +16

1–5 of 16

Authors

31

  1. WJ
    Weikuan Jia

    Shandong Normal University, China

    4 publications · 139 citations

    4

    h-index

  2. SD
    Shifei Ding

    China University of Mining and Technology, China

    4 publications · 139 citations

    4

    h-index

  3. XZ
    Xingyu Zhao

    Tianjin University, China

    4 publications · 139 citations

    4

    h-index

  4. DP
    Dimitri P. Bertsekas

    Massachusetts Institute of Technology, United States

    3 publications · 85 citations

    3

    h-index

  5. HY
    Huizhen Yu

    Massachusetts Institute of Technology, United States

    3 publications · 85 citations

    3

    h-index

1–5 of 31

Institutions

21

  1. Massachusetts Institute of Technology

    Cambridge, United States

    5 h-index

    6 publications

    153 citations

  2. China University of Mining and Technology

    Xuzhou, China

    4 h-index

    14 publications

    482 citations

  3. Shandong Normal University

    Jinan, China

    4 h-index

    4 publications

    139 citations

  4. University of Helsinki

    Helsinki, Finland

    2 h-index

    2 publications

    46 citations

  5. University of Colorado Boulder

    Boulder, United States

    2 h-index

    2 publications

    348 citations

  6. Georgia Institute of Technology

    Atlanta, United States

    2 h-index

    2 publications

    348 citations

  7. Decision Systems (United States)

    Northbrook, United States

    2 h-index

    3 publications

    97 citations

  8. University of Wisconsin–Madison

    Madison, United States

    1 h-index

    1 publications

    27 citations

1–8 of 21

Venues

  1. Applied Intelligence

    5 publications · 155 citations

    5

    h-index

  2. Automatica

    1 publications · 19 citations

    1

    h-index

  3. SIAM Journal on Control and Optimization

    1 publications · 238 citations

    1

    h-index

  4. Games and Economic Behavior

    1 publications · 299 citations

    1

    h-index

  5. Omega

    1 publications · 22 citations

    1

    h-index

1–5