Concepedia

Decentralized Learning

Decentralized Learning is a multi-robot learning paradigm in which individual robots independently update their policies or models using locally available data and inter-robot communication, without reliance on a central coordinator to aggregate information or synchronize learning.

368

Publications

19.4K

Citations

1.1K

Authors

420

Institutions

Publications per year

2017–2026

259

Parents

Publications

368

Making Smart Contracts Smarter

Loi Luu, Duc-Hiep Chu, Hrishi Olickel et al. · 2016 · 2.2K citations

, , +14

A Blockchain-Based Decentralized Federated Learning Framework with Committee Consensus

Yuzheng Li, Chuan Chen, Nan Liu et al. · IEEE Network · 2020 · 627 citations · Full text

, , +16

Decentralized, Adaptive Coverage Control for Networked Robots

Mac Schwager, Daniela Rus, Jean-Jacques Slotine · The International Journal of Robotics Research · 2009 · 453 citations

, , +16

Federated Learning With Cooperating Devices: A Consensus Approach for Massive IoT Networks

Stefano Savazzi, Monica Nicoli, Vittorio Rampa · IEEE Internet of Things Journal · 2020 · 434 citations · Full text

, , +17

Distributed Learning in Multi-Armed Bandit With Multiple Players

Keqin Liu, Qing Zhao · IEEE Transactions on Signal Processing · 2010 · 401 citations · Full text

, , +12

1–5 of 368

Authors

1.1K

  1. TB
    Tamer Başar

    University of Illinois Urbana-Champaign, United States

    10 publications · 754 citations

    10

    h-index

  2. AR
    Alejandro Ribeiro

    University of Pennsylvania, United States

    10 publications · 303 citations

    10

    h-index

  3. ZY
    Zhuoran Yang

    Princeton University, United States

    9 publications · 798 citations

    9

    h-index

  4. KZ
    Kaiqing Zhang

    University of Illinois Urbana-Champaign, United States

    8 publications · 719 citations

    8

    h-index

  5. AH
    Ali H. Sayed

    University of California, Los Angeles, United States

    8 publications · 221 citations

    8

    h-index

1–5 of 1.1K

Institutions

420

  1. Princeton University

    Princeton, United States

    12 h-index

    14 publications

    1.4K citations

  2. University of Pennsylvania

    Philadelphia, United States

    12 h-index

    30 publications

    1K citations

  3. École Polytechnique Fédérale de Lausanne

    Lausanne, Switzerland

    10 h-index

    21 publications

    565 citations

  4. University of Illinois Urbana-Champaign

    Urbana, United States

    10 h-index

    19 publications

    1.7K citations

  5. Nanyang Technological University

    Singapore, Singapore

    8 h-index

    15 publications

    760 citations

  6. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    8 h-index

    16 publications

    813 citations

  7. Chinese Academy of Sciences

    Beijing, China

    7 h-index

    14 publications

    569 citations

  8. University of California, Los Angeles

    Los Angeles, United States

    7 h-index

    14 publications

    319 citations

1–8 of 420

Venues

  1. arXiv (Cornell University)

    Repository · 43 publications · 1.6K citations

    19

    h-index

  2. IEEE Transactions on Signal Processing

    12 publications · 901 citations

    12

    h-index

  3. IEEE Internet of Things Journal

    8 publications · 645 citations

    8

    h-index

  4. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 7 publications · 184 citations

    7

    h-index

  5. IEEE Transactions on Vehicular Technology

    5 publications · 446 citations

    5

    h-index

1–5