Concepedia

Prioritized Sweeping

Prioritized Sweeping is a model-based reinforcement learning algorithm that belongs to the class of dynamic programming methods, distinguished by its use of a priority queue to selectively update state values based on the magnitude of their backed-up errors, thereby accelerating convergence in sparse environments.

17

Publications

1.6K

Citations

42

Authors

21

Institutions

Publications per year

2017–2026

2

Parents

Publications

17

Prioritized Sweeping: Reinforcement Learning with Less Data and Less Time

Andrew Moore, Christopher G. Atkeson · Machine Learning · 1993 · 710 citations · Full text

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Prioritized sweeping: Reinforcement learning with less data and less time

Andrew Moore, Christopher G. Atkeson · Machine Learning · 1993 · 387 citations · Full text

, , +11

Dyna-Style Planning with Linear Function Approximation and Prioritized Sweeping

Richard S. Sutton, Csaba Szepesvári, Alborz Geramifard et al. · arXiv (Cornell University) · 2012 · 107 citations · Full text

, , +16

Incremental Reinforcement Learning With Prioritized Sweeping for Dynamic Environments

Zhi Wang, Chunlin Chen, Han‐Xiong Li et al. · IEEE/ASME Transactions on Mechatronics · 2019 · 70 citations

, , +16

Generalized Prioritized Sweeping

David André, Nir Friedman, Ronald Parr · 1997 · 66 citations

, , +11

1–5 of 17

Authors

42

  1. RS
    Richard S. Sutton

    University of Alberta, Canada

    3 publications · 145 citations

    3

    h-index

  2. CG
    Christopher G. Atkeson

    Carnegie Mellon University, United States

    3 publications · 1.1K citations

    3

    h-index

  3. AM
    Andrew Moore

    Carnegie Mellon University, United States

    3 publications · 1.1K citations

    3

    h-index

  4. HV
    Harm van Seijen

    University of Alberta, Canada

    2 publications · 38 citations

    2

    h-index

  5. MG
    Mevludin Glavić

    University of Liège, Belgium

    2 publications · 40 citations

    2

    h-index

1–5 of 42

Institutions

21

  1. University of Alberta

    Edmonton, Canada

    4 h-index

    13 publications

    654 citations

  2. Massachusetts Institute of Technology

    Cambridge, United States

    3 h-index

    6 publications

    2.2K citations

  3. University of Liège

    Liège, Belgium

    2 h-index

    4 publications

    60 citations

  4. The University of Texas at Austin

    Austin, United States

    1 h-index

    2 publications

    44 citations

  5. Kaohsiung Medical University

    Kaohsiung City, Taiwan

    1 h-index

    1 publications

    19 citations

  6. Beijing Institute of Technology

    Beijing, China

    1 h-index

    5 publications

    310 citations

  7. Rutgers, The State University of New Jersey

    New Brunswick, United States

    1 h-index

    2 publications

    26 citations

  8. National Chung Cheng University

    Minxiong, Taiwan

    1 h-index

    1 publications

    19 citations

1–8 of 21

Venues

  1. arXiv (Cornell University)

    Repository · 2 publications · 132 citations

    2

    h-index

  2. Machine Learning

    2 publications · 1.1K citations

    2

    h-index

  3. 1

    h-index

  4. IEEE Transactions on Vehicular Technology

    1 publications · 62 citations

    1

    h-index

  5. IEEE/ASME Transactions on Mechatronics

    1 publications · 70 citations

    1

    h-index

1–5