Concepedia

Experience Replay

Experience Replay is a continual learning mechanism that stores and revisits past data samples or experiences during subsequent learning phases to mitigate catastrophic forgetting by interleaving historical data into current training processes.

493

Publications

38.1K

Citations

1.6K

Authors

515

Institutions

Publications per year

2017–2026

455

Parents

Publications

493

Prioritized Experience Replay

Tom Schaul, John Quan, Ioannis Antonoglou et al. · arXiv (Cornell University) · 2015 · 2K citations · Full text

, , +12

Sigmoid-weighted linear units for neural network function approximation in reinforcement learning

Stefan Elfwing, Eiji Uchibe, Kenji Doya · Neural Networks · 2018 · 1.9K citations · Full text

, , +13

Reinforcement learning for robots using neural networks

Long-Ji Lin · Defense Technical Information Center (DTIC) · 1992 · 887 citations

, , +12

Hippocampal Replay of Extended Experience

Thomas J. Davidson, Fabian Kloosterman, Matthew A. Wilson · Neuron · 2009 · 881 citations · Full text

, , +14

Awake replay of remote experiences in the hippocampus

Mattias Karlsson, Loren M. Frank · Nature Neuroscience · 2009 · 824 citations · Full text

, , +14

1–5 of 493

Authors

1.6K

  1. DZ
    Dongbin Zhao

    Chinese Academy of Sciences, China

    6 publications · 795 citations

    6

    h-index

  2. TY
    Tao Yu

    South China University of Technology, China

    6 publications · 304 citations

    6

    h-index

  3. JL
    Jiawen Li

    South China University of Technology, China

    6 publications · 304 citations

    6

    h-index

  4. FL
    Frank L. Lewis

    The University of Texas at Arlington, United States

    6 publications · 1.4K citations

    6

    h-index

  5. PH
    Philip H. S. Torr

    University of Oxford, United Kingdom

    6 publications · 1.2K citations

    6

    h-index

1–5 of 1.6K

Institutions

515

  1. Chinese Academy of Sciences

    Beijing, China

    14 h-index

    48 publications

    4K citations

  2. Google (United States)

    Mountain View, United States

    13 h-index

    50 publications

    15.8K citations

  3. Tsinghua University

    Beijing, China

    13 h-index

    26 publications

    1.1K citations

  4. University of Oxford

    Oxford, United Kingdom

    12 h-index

    27 publications

    4.7K citations

  5. Beijing Institute of Technology

    Beijing, China

    11 h-index

    37 publications

    2.6K citations

  6. Shandong Institute of Automation

    Jinan, China

    11 h-index

    36 publications

    3.5K citations

  7. Nanyang Technological University

    Singapore, Singapore

    11 h-index

    33 publications

    4.1K citations

  8. University College London

    London, United Kingdom

    10 h-index

    23 publications

    3.5K citations

1–8 of 515

Venues

  1. arXiv (Cornell University)

    Repository · 73 publications · 8.8K citations

    37

    h-index

  2. IEEE Access

    24 publications · 1.1K citations

    19

    h-index

  3. 15

    h-index

  4. IEEE Transactions on Cybernetics

    13 publications · 1.1K citations

    13

    h-index

  5. Sensors

    11 publications · 294 citations

    11

    h-index

1–5