Concepedia

Learning From Exploration

Learning From Exploration is an academic construct that refers to the process through which agents acquire knowledge or refine decision-making strategies by interacting with novel environments and integrating feedback from self-directed actions, distinguishing it from passive observation or exploitation of known information.

219

Publications

36.2K

Citations

610

Authors

304

Institutions

Publications per year

2017–2026

101

Parents

Publications

219

Exploration and Exploitation in Organizational Learning

James G. March · Organization Science · 1991 · 21.4K citations

, , +15

The double-edged sword of pedagogy: Instruction limits spontaneous exploration and discovery

Elizabeth Bonawitz, Patrick Shafto, Hyowon Gweon et al. · Cognition · 2011 · 726 citations · Full text

, , +8

Curiosity-Driven Exploration by Self-Supervised Prediction

Deepak Pathak, Pulkit Agrawal, Alexei A. Efros et al. · 2017 · 688 citations · Full text

, , +17

Unifying count-based exploration and intrinsic motivation

Marc G. Bellemare, Sriram Srinivasan, Georg Ostrovski et al. · Neural Information Processing Systems · 2016 · 679 citations

, , +17

Enhancing corporate sustainable development: Stakeholder pressures, organizational learning, and green innovation

Feng Zhang, Lei Zhu · Business Strategy and the Environment · 2019 · 468 citations

, , +16

1–5 of 219

Authors

610

  1. MG
    Marc G. Bellemare

    Google (United States), United States

    6 publications · 1.4K citations

    6

    h-index

  2. RM
    Rémi Munos

    Google (United States), United States

    5 publications · 1.3K citations

    5

    h-index

  3. SL
    Sergey Levine

    University of California, Berkeley, United States

    4 publications · 368 citations

    4

    h-index

  4. CB
    Charles Blundell

    Google DeepMind (United Kingdom), United Kingdom

    4 publications · 806 citations

    4

    h-index

  5. GO
    Georg Ostrovski

    Google DeepMind (United Kingdom), United Kingdom

    4 publications · 1.3K citations

    4

    h-index

1–5 of 610

Institutions

304

  1. Massachusetts Institute of Technology

    Cambridge, United States

    9 h-index

    11 publications

    1.8K citations

  2. University of California, Berkeley

    Berkeley, United States

    8 h-index

    16 publications

    4.1K citations

  3. Stanford University

    Stanford, United States

    8 h-index

    12 publications

    22.3K citations

  4. The University of Texas at Austin

    Austin, United States

    7 h-index

    10 publications

    563 citations

  5. University College London

    London, United Kingdom

    7 h-index

    12 publications

    684 citations

  6. Google (United States)

    Mountain View, United States

    6 h-index

    27 publications

    3.5K citations

  7. Carnegie Mellon University

    Pittsburgh, United States

    5 h-index

    6 publications

    475 citations

  8. University of Toronto

    Toronto, Canada

    5 h-index

    12 publications

    273 citations

1–8 of 304

Venues

  1. arXiv (Cornell University)

    Repository · 28 publications · 2.3K citations

    20

    h-index

  2. Scientific Reports

    4 publications · 98 citations

    4

    h-index

  3. Child Development

    3 publications · 101 citations

    3

    h-index

  4. Neurocomputing

    3 publications · 96 citations

    3

    h-index

  5. Nature Communications

    3 publications · 155 citations

    3

    h-index

1–5