Concepedia

Optimistic Initialization

Optimistic Initialization is a reinforcement learning strategy that initializes action-value estimates at higher-than-actual values to encourage early exploration by biasing selection toward less-chosen actions.

7

Publications

180

Citations

23

Authors

13

Institutions

Publications per year

2017–2026

3

Parents

Publications

7

A Novel Automatic Generation Control Method Based on the Large-Scale Electric Vehicles and Wind Power Integration Into the Grid

Lei Xi, Haokai Li, Jizhong Zhu et al. · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 45 citations

, , +15

Convergence of Optimistic and Incremental Q-Learning

Eyal Even-Dar, Yishay Mansour · 2001 · 41 citations

, , +15

On computational search for optimistic solutions in bilevel problems

Alexander S. Strekalovsky, A. V. Orlov, Anton V. Malyshev · Journal of Global Optimization · 2010 · 25 citations

, , +12

Optimistic initialization and greediness lead to polynomial time learning in factored MDPs

István Szita, András Lörincz · 2009 · 21 citations

, , +15

Domain-Independent Optimistic Initialization for Reinforcement Learning

Marlos C. Machado, Sriram Srinivasan, Michael Bowling · arXiv (Cornell University) · 2014 · 18 citations · Full text

, , +13

1–5 of 7

Authors

23

  1. HL
    Haokai Li

    Tianjin University, China

    1 publications · 45 citations

    1

    h-index

  2. EE
    Eyal Even-Dar

    Tel Aviv University, Israel

    1 publications · 41 citations

    1

    h-index

  3. AZ
    Andrea Zanette

    Stanford University, United States

    1 publications · 17 citations

    1

    h-index

  4. AL
    András Lörincz

    Eötvös Loránd University, Hungary

    1 publications · 21 citations

    1

    h-index

  5. YM
    Yishay Mansour

    Tel Aviv University, Israel

    1 publications · 41 citations

    1

    h-index

1–5 of 23

Institutions

13

  1. Tianjin University

    Tianjin, China

    1 h-index

    1 publications

    45 citations

  2. Eötvös Loránd University

    Budapest, Hungary

    1 h-index

    1 publications

    21 citations

  3. Universidade Federal de Minas Gerais

    Belo Horizonte, Brazil

    1 h-index

    1 publications

    18 citations

  4. Rutgers, The State University of New Jersey

    New Brunswick, United States

    1 h-index

    1 publications

    21 citations

  5. University of Oxford

    Oxford, United Kingdom

    1 h-index

    4 publications

    52 citations

  6. New York University

    New York, United States

    1 h-index

    1 publications

    17 citations

  7. University of Alberta

    Edmonton, Canada

    1 h-index

    2 publications

    36 citations

  8. China Three Gorges University

    Yichang, China

    1 h-index

    3 publications

    135 citations

1–8 of 13

Venues

  1. arXiv (Cornell University)

    Repository · 3 publications · 48 citations

    3

    h-index

  2. 1

    h-index

  3. Journal of Global Optimization

    1 publications · 25 citations

    1

    h-index

  4. IEEE Transactions on Games

    TG · 1 publications · 10 citations

1–4