Concepedia

Online Meta-learning

Online Meta-Learning is a meta-learning framework that dynamically updates the meta-learner in a sequential, incremental manner as tasks arrive over time, distinguishing itself from batch meta-learning approaches by its continuous adaptation to new tasks without reprocessing past data.

95

Publications

4.1K

Citations

332

Authors

133

Institutions

Publications per year

2017–2026

80

Parents

Publications

95

Learning to Adapt in Dynamic, Real-World Environments Through\n Meta-Reinforcement Learning

Anusha Nagabandi, Ignasi Clavera, Simin Liu et al. · arXiv (Cornell University) · 2018 · 300 citations · Full text

, , +17

High-Performance Long-Term Tracking With Meta-Updater

Kenan Dai, Yunhua Zhang, Dong Wang et al. · 2020 · 283 citations

, , +15

Robust Spike-Based Continual Meta-Learning Improved by Restricted Minimum Error Entropy Criterion

Shuangming Yang, Jiangtong Tan, Badong Chen · Entropy · 2022 · 156 citations · Full text

, , +15

Transfer Learning and Meta Learning-Based Fast Downlink Beamforming Adaptation

Yi Yuan, Gan Zheng, Kai‐Kit Wong et al. · IEEE Transactions on Wireless Communications · 2020 · 125 citations · Full text

, , +15

A proposition on memes and meta-memes in computing for higher-order learning

Ryan Meuth, Meng‐Hiot Lim, Yew-Soon Ong et al. · Memetic Computing · 2009 · 124 citations

, , +11

1–5 of 95

Authors

332

  1. SL
    Sergey Levine

    University of California, Berkeley, United States

    5 publications · 662 citations

    5

    h-index

  2. SP
    Sangwoo Park

    King's College School, United Kingdom

    3 publications · 116 citations

    3

    h-index

  3. CF
    Chelsea Finn

    University of California, Berkeley, United States

    3 publications · 502 citations

    3

    h-index

  4. OS
    Osvaldo Simeone

    New Jersey Institute of Technology, United States

    3 publications · 116 citations

    3

    h-index

  5. MK
    Mikhail Khodak

    Princeton University, United States

    3 publications · 106 citations

    3

    h-index

1–5 of 332

Institutions

133

  1. Carnegie Mellon University

    Pittsburgh, United States

    4 h-index

    8 publications

    284 citations

  2. Nanyang Technological University

    Singapore, Singapore

    4 h-index

    8 publications

    431 citations

  3. Google DeepMind (United Kingdom)

    London, United Kingdom

    4 h-index

    12 publications

    886 citations

  4. University of Alberta

    Edmonton, Canada

    3 h-index

    6 publications

    83 citations

  5. Google (United States)

    Mountain View, United States

    3 h-index

    3 publications

    183 citations

  6. Stanford University

    Stanford, United States

    3 h-index

    7 publications

    185 citations

  7. University of California, Berkeley

    Berkeley, United States

    3 h-index

    13 publications

    1.2K citations

  8. Korea Advanced Institute of Science and Technology

    Daejeon, South Korea

    2 h-index

    3 publications

    114 citations

1–8 of 133

Venues

  1. arXiv (Cornell University)

    Repository · 21 publications · 1K citations

    13

    h-index

  2. IEEE Transactions on Wireless Communications

    2 publications · 174 citations

    2

    h-index

  3. 2

    h-index

  4. Neural Information Processing Systems

    Conference · 2 publications · 45 citations

    2

    h-index

  5. IEEE Transactions on Cybernetics

    1 publications · 69 citations

    1

    h-index

1–5