Concepedia

Asynchronous Dynamic Programming

Asynchronous Dynamic Programming is a dynamic programming method that diverges from traditional iterative approaches by updating state values in an arbitrary, non-systematic order without requiring full sweeps over the state space, thereby enabling more flexible and efficient convergence in sequential decision-making problems.

14

Publications

844

Citations

29

Authors

18

Institutions

Publications per year

2017–2026

3

Parents

Publications

14

Reinforcement Learning Methods for Continuous-Time Markov Decision Problems

Steven J. Bradtke, Michael O. Duff · 1994 · 261 citations

, , +16

Distributed dynamic programming

Dimitri P. Bertsekas · IEEE Transactions on Automatic Control · 1982 · 218 citations

, , +16

Trial-Based Heuristic Tree Search for Finite Horizon MDPs

Thomas Keller, Malte Helmert · Proceedings of the International Conference on Automated Planning and Scheduling · 2013 · 87 citations · Full text

, , +12

Empirical Dynamic Programming

William B. Haskell, Rahul Jain, Dileep Kalathil · Mathematics of Operations Research · 2016 · 59 citations

, , +17

Applications of asynchronous deep reinforcement learning based on dynamic updating weights

Xingyu Zhao, Shifei Ding, Yuexuan An et al. · Applied Intelligence · 2018 · 35 citations

, , +11

1–5 of 14

Authors

29

  1. WJ
    Weikuan Jia

    Shandong Normal University, China

    2 publications · 54 citations

    2

    h-index

  2. DP
    Dimitri P. Bertsekas

    Massachusetts Institute of Technology, United States

    2 publications · 249 citations

    2

    h-index

  3. XZ
    Xingyu Zhao

    Tianjin University, China

    2 publications · 54 citations

    2

    h-index

  4. SD
    Shifei Ding

    China University of Mining and Technology, China

    2 publications · 54 citations

    2

    h-index

  5. TS
    Tongfeng Sun

    China University of Mining and Technology, China

    1 publications · 19 citations

    1

    h-index

1–5 of 29

Institutions

18

  1. Massachusetts Institute of Technology

    Cambridge, United States

    3 h-index

    3 publications

    259 citations

  2. University of California, Berkeley

    Berkeley, United States

    2 h-index

    2 publications

    70 citations

  3. Shandong Normal University

    Jinan, China

    2 h-index

    2 publications

    54 citations

  4. China University of Mining and Technology

    Xuzhou, China

    2 h-index

    7 publications

    181 citations

  5. University of Massachusetts Amherst

    Amherst Center, United States

    2 h-index

    4 publications

    586 citations

  6. University of Southern California

    Los Angeles, United States

    1 h-index

    1 publications

    59 citations

  7. Universidade Federal do Rio de Janeiro

    Rio de Janeiro, Brazil

    1 h-index

    1 publications

    23 citations

  8. Georgia Institute of Technology

    Atlanta, United States

    1 h-index

    1 publications

    29 citations

1–8 of 18

Venues

  1. Applied Intelligence

    2 publications · 54 citations

    2

    h-index

  2. Mathematics of Operations Research

    1 publications · 59 citations

    1

    h-index

  3. 1

    h-index

  4. Neurocomputing

    1 publications · 10 citations

    1

    h-index

  5. UCL Discovery (University College London)

    Repository · 1 publications · 16 citations

    1

    h-index

1–5