Concepedia

Action-advantage Function

The Action-Advantage Function is a value function in reinforcement learning that quantifies the relative benefit of selecting a specific action over a baseline policy by measuring the difference between the action-value function and the state-value function under a given policy.

18

Publications

7.2K

Citations

61

Authors

30

Institutions

Publications per year

2017–2026

15

Parents

Publications

18

Policy Gradient Methods for Reinforcement Learning with Function Approximation

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

, , +13

Dueling Network Architectures for Deep Reinforcement Learning

Ziyu Wang, Tom Schaul, Matteo Hessel et al. · arXiv (Cornell University) · 2015 · 1.8K citations · Full text

, , +16

Distributed Deep Reinforcement Learning-Based Spectrum and Power Allocation for Heterogeneous Networks

Helin Yang, Jun Zhao, Kwok‐Yan Lam et al. · IEEE Transactions on Wireless Communications · 2022 · 76 citations · Full text

, , +17

Multi-AUV Dynamic Maneuver Countermeasure Algorithm Based on Interval Information Game and Fractional-Order DE

Lu Liu, Jian Wang, Lichuan Zhang et al. · Fractal and Fractional · 2022 · 46 citations · Full text

, , +17

Following instructions in a dual-task paradigm: Evidence for a temporary motor store in working memory

Agnieszka Jaroslawska, Susan E. Gathercole, Joni Holmes · Quarterly Journal of Experimental Psychology · 2018 · 37 citations · Full text

, , +10

1–5 of 18

Authors

61

  1. CZ
    Chongjie Zhang

    Tsinghua University, China

    2 publications · 64 citations

    2

    h-index

  2. RW
    Rui Wang

    National University of Defense Technology, China

    2 publications · 64 citations

    2

    h-index

  3. ZX
    Zehui Xiong

    Nanyang Technological University, Singapore

    1 publications · 76 citations

    1

    h-index

  4. RS
    Richard S. Sutton

    University of Alberta, Canada

    1 publications · 5K citations

    1

    h-index

  5. CH
    Changqiang Huang

    Air Force Engineering University, China

    1 publications · 19 citations

    1

    h-index

1–5 of 61

Institutions

30

  1. Air Force Engineering University

    Xi'an, China

    2 h-index

    8 publications

    196 citations

  2. University of Bologna

    Bologna, Italy

    1 h-index

    1 publications

    16 citations

  3. University of Illinois Urbana-Champaign

    Urbana, United States

    1 h-index

    1 publications

    23 citations

  4. The University of Tokyo

    Tokyo, Japan

    1 h-index

    2 publications

    40 citations

  5. California Institute of Technology

    Pasadena, United States

    1 h-index

    3 publications

    30 citations

  6. Shanghai Jiao Tong University

    Shanghai, China

    1 h-index

    1 publications

    46 citations

  7. City University of Macau

    Macao, Macao

    1 h-index

    1 publications

    76 citations

  8. The University of Adelaide

    Adelaide, Australia

    1 h-index

    3 publications

    45 citations

1–8 of 30

Venues

  1. arXiv (Cornell University)

    Repository · 6 publications · 1.9K citations

    6

    h-index

  2. Sensors

    1 publications · 21 citations

    1

    h-index

  3. Frontiers in Neurorobotics

    1 publications · 19 citations

    1

    h-index

  4. Adelaide Research & Scholarship (AR&S) (University of Adelaide)

    Repository · 1 publications · 15 citations

    1

    h-index

  5. 1

    h-index

1–5