Concepedia

Human-in-the-loop Evolution

Human-in-the-Loop Evolution is an evolutionary computation paradigm in which human evaluators directly guide the selection or variation processes of generative systems, distinguishing it from fully automated evolutionary algorithms by incorporating subjective human judgment as an integral component of the evolutionary feedback loop.

20

Publications

780

Citations

79

Authors

33

Institutions

Publications per year

2017–2026

13

Variants

Interactive Evolutionary Computation

Parents

Publications

20

Will Humans-in-the-Loop Become Borgs? Merits and Pitfalls of Working with AI

Andreas Fügener, Jörn Grahl, Alok Gupta et al. · MIS Quarterly · 2021 · 266 citations · Full text

, , +14

Human Still in the Loop

Marko Milosavljević, Igor Vobič · Digital Journalism · 2019 · 82 citations · Full text

, , +16

The Emerging Landscape of Explainable Automated Planning & Decision Making

Tathagata Chakraborti, Sarath Sreedharan, Subbarao Kambhampati · 2020 · 70 citations · Full text

, , +11

Agent-based modeling and simulation of emergent behavior in air transportation

Soufiane Bouarfa, H.A.P. Blom, Richard Curran et al. · Complex Adaptive Systems Modeling · 2013 · 51 citations · Full text

, , +17

The Role of Human Knowledge in Explainable AI

Andrea Tocchetti, Marco Brambilla · Data · 2022 · 35 citations · Full text

, , +15

1–5 of 20

Authors

79

  1. TP
    Thomas Prévôt

    Ames Research Center, United States

    2 publications · 41 citations

    2

    h-index

  2. DG
    Deniz Gezerli

    Max Planck Institute for Human Development, Germany

    2 publications · 29 citations

    2

    h-index

  3. LB
    Levin Brinkmann

    Max Planck Institute for Human Development, Germany

    2 publications · 29 citations

    2

    h-index

  4. SK
    Subbarao Kambhampati

    Arizona State University, United States

    2 publications · 89 citations

    2

    h-index

  5. TC
    Tathagata Chakraborti

    Arizona State University, United States

    2 publications · 89 citations

    2

    h-index

1–5 of 79

Institutions

33

  1. Max Planck Institute for Human Development

    Berlin, Germany

    2 h-index

    11 publications

    162 citations

  2. Universidade do Estado do Rio de Janeiro

    Rio de Janeiro, Brazil

    1 h-index

    2 publications

    20 citations

  3. University of Minnesota

    Minneapolis, United States

    1 h-index

    4 publications

    1.1K citations

  4. Universidade de São Paulo

    São Paulo, Brazil

    1 h-index

    1 publications

    14 citations

  5. New Jersey Institute of Technology

    Newark, United States

    1 h-index

    1 publications

    17 citations

  6. Faculty of Design

    Ljubljana, Slovenia

    1 h-index

    3 publications

    54 citations

  7. University of Hildesheim

    Hildesheim, Germany

    1 h-index

    1 publications

    16 citations

  8. Tsinghua University

    Beijing, China

    1 h-index

    2 publications

    60 citations

1–8 of 33

Venues

  1. IFAC-PapersOnLine

    1 publications · 12 citations

    1

    h-index

  2. Procedia Computer Science

    1 publications · 25 citations

    1

    h-index

  3. arXiv (Cornell University)

    Repository · 1 publications · 19 citations

    1

    h-index

  4. 1

    h-index

  5. BioData Mining

    1 publications · 24 citations

    1

    h-index

1–5