Concepedia

Reinforcement Learning For Sorting

Reinforcement Learning for Sorting is a computational framework within automated sorting that employs reinforcement learning to optimize sorting strategies by enabling an agent to learn sequential decision policies through interaction with an environment to maximize cumulative reward based on sorting efficiency.

8

Publications

407

Citations

56

Authors

8

Institutions

Publications per year

2017–2026

6

Parents

Publications

8

Faster sorting algorithms discovered using deep reinforcement learning

Daniel J. Mankowitz, Andrea Michi, Anton Zhernov et al. · Nature · 2023 · 161 citations · Full text

, , +15

Algorithm Selection using Reinforcement Learning

Michail G. Lagoudakis, Michael L. Littman · 2000 · 135 citations

, , +13

Parallel model-based and model-free reinforcement learning for card sorting performance

Alexander Steinke, Florian Lange, Bruno Kopp · Scientific Reports · 2020 · 33 citations · Full text

, , +16

Omnidirectional-Wheel Conveyor Path Planning and Sorting Using Reinforcement Learning Algorithms

Walid Zaher, Arsany W. Youssef, Lamia A. Shihata et al. · IEEE Access · 2022 · 23 citations · Full text

, , +15

Strong Generalization and Efficiency in Neural Programs

Yujia Li, Felix Gimeno, Pushmeet Kohli et al. · arXiv (Cornell University) · 2020 · 19 citations · Full text

, , +16

1–5 of 8

Authors

56

  1. PK
    Pushmeet Kohli

    Microsoft Research (United Kingdom), United Kingdom

    2 publications · 180 citations

    2

    h-index

  2. YL
    Yujia Li

    University of Toronto, Canada

    2 publications · 180 citations

    2

    h-index

  3. OV
    Oriol Vinyals

    Google (United States), United States

    2 publications · 180 citations

    2

    h-index

  4. LA
    Lamia A. Shihata

    German University in Cairo, Egypt

    1 publications · 23 citations

    1

    h-index

  5. AM
    Amol Mandhane

    Google (United States), United States

    1 publications · 161 citations

    1

    h-index

1–5 of 56

Institutions

8

  1. Google DeepMind (United Kingdom)

    London, United Kingdom

    2 h-index

    31 publications

    4.7K citations

  2. German University in Cairo

    Cairo, Egypt

    1 h-index

    5 publications

    115 citations

  3. AT&T (United States)

    Bedminster, United States

    1 h-index

    1 publications

    135 citations

  4. Duke University

    Durham, United States

    1 h-index

    1 publications

    135 citations

  5. Medizinische Hochschule Hannover

    Hanover, Germany

    1 h-index

    2 publications

    66 citations

  6. University of Wisconsin System

    Madison, United States

    1 h-index

    1 publications

    13 citations

  7. KU Leuven

    Leuven, Belgium

    1 h-index

    1 publications

    33 citations

  8. Google (United States)

    Mountain View, United States

    1 h-index

    1 publications

    161 citations

1–8 of 8

Venues

  1. arXiv (Cornell University)

    Repository · 2 publications · 32 citations

    2

    h-index

  2. Preprints.org

    Repository · 1 publications · 10 citations

    1

    h-index

  3. IEEE Access

    1 publications · 23 citations

    1

    h-index

  4. Nature

    1 publications · 161 citations

    1

    h-index

  5. Journal of Experimental Psychology

    1 publications · 13 citations

    1

    h-index

1–5