Concepedia

Learning From Play

Learning From Play is a machine learning paradigm within the broader category of Learning From Demonstration that leverages unsupervised, self-generated interaction data from agent exploration—rather than explicit human demonstrations—to infer policies or skills through the identification of structured, reusable behavioral patterns.

188

Publications

14.3K

Citations

517

Authors

206

Institutions

Publications per year

2017–2026

67

Parents

Publications

188

Some Studies in Machine Learning Using the Game of Checkers

Arthur L. Samuel · IBM Journal of Research and Development · 1959 · 4.4K citations

, , +11

Some studies in machine learning using the game of checkers

Arthur L. Samuel · IBM Journal of Research and Development · 2000 · 1.4K citations

, , +11

DeepStack: Expert-level artificial intelligence in heads-up no-limit poker

Matej Moravčík, Martin Schmid, Neil Burch et al. · Science · 2017 · 812 citations · Full text

, , +17

TD-Gammon, a Self-Teaching Backgammon Program, Achieves Master-Level Play

Gerald Tesauro · Neural Computation · 1994 · 800 citations

, , +16

COMPUTING “ELO RATINGS” OF MOVE PATTERNS IN THE GAME OF GO1

Rémi Coulom · ICGA Journal · 2007 · 300 citations · Full text

, , +16

1–5 of 188

Authors

517

  1. MR
    Mark Riedl

    Georgia Institute of Technology, United States

    5 publications · 189 citations

    5

    h-index

  2. MW
    Marco Wiering

    University of Groningen, Netherlands

    3 publications · 112 citations

    3

    h-index

  3. MG
    Matthew Guzdial

    Georgia Institute of Technology, United States

    3 publications · 79 citations

    3

    h-index

  4. SM
    Simon M. Lucas

    University of Essex, United Kingdom

    2 publications · 130 citations

    2

    h-index

  5. DC
    Darrin C. Bentivegna

    Carnegie Mellon University, United States

    2 publications · 177 citations

    2

    h-index

1–5 of 517

Institutions

206

  1. Georgia Institute of Technology

    Atlanta, United States

    8 h-index

    23 publications

    1.2K citations

  2. Simon Fraser University

    Burnaby, Canada

    6 h-index

    7 publications

    231 citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    5 h-index

    8 publications

    417 citations

  4. University of Toronto

    Toronto, Canada

    4 h-index

    5 publications

    205 citations

  5. University of Illinois Urbana-Champaign

    Urbana, United States

    4 h-index

    5 publications

    300 citations

  6. University of Edinburgh

    Edinburgh, United Kingdom

    4 h-index

    6 publications

    250 citations

  7. Google DeepMind (United Kingdom)

    London, United Kingdom

    3 h-index

    7 publications

    600 citations

  8. University of Groningen

    Groningen, The Netherlands

    3 h-index

    4 publications

    163 citations

1–8 of 206

Venues

  1. arXiv (Cornell University)

    Repository · 18 publications · 806 citations

    15

    h-index

  2. 5

    h-index

  3. ICGA Journal

    5 publications · 349 citations

    5

    h-index

  4. 3

    h-index

  5. National Conference on Artificial Intelligence

    Conference · 2 publications · 78 citations

    2

    h-index

1–5