Concepedia

Causal Action Models

Causal Action Models is a computational framework within action representation that formally encodes the causal relationships between actions, their preconditions, and effects, distinguishing itself from associative or statistical action models by explicitly modeling intervention outcomes and counterfactual dependencies in dynamic environments.

68

Publications

3.8K

Citations

153

Authors

112

Institutions

Publications per year

2017–2026

24

Parents

Publications

68

INDUCTION AND LATENT PERIODS

Kenneth J. Rothman · American Journal of Epidemiology · 1981 · 262 citations

, , +15

The teleological origins of mentalistic action explanations: A developmental hypothesis

Gergely Csibra, György Gergely · Developmental Science · 1998 · 259 citations

, , +11

Children’s imitation of causal action sequences is influenced by statistical and pedagogical evidence

Daphna Buchsbaum, Alison Gopnik, Thomas L. Griffiths et al. · Cognition · 2011 · 253 citations

, , +13

NExT-QA: Next Phase of Question-Answering to Explaining Temporal Actions

Junbin Xiao, Xindi Shang, Angela Yao et al. · 2021 · 229 citations

, , +16

Causal theories of action and change

Norman McCain, Hudson Turner · 1997 · 224 citations

, , +16

1–5 of 68

Authors

153

  1. AG
    Alison Gopnik

    University of California, Berkeley, United States

    3 publications · 455 citations

    3

    h-index

  2. JP
    J. P. Vigier

    Institut Henri Poincaré, France

    2 publications · 46 citations

    2

    h-index

  3. DA
    Dare A. Baldwin

    University of Oregon, United States

    2 publications · 103 citations

    2

    h-index

  4. SJ
    Samuel J. Gershman

    Harvard University, United States

    2 publications · 192 citations

    2

    h-index

  5. SA
    Susan A. Gelman

    University of Michigan, United States

    2 publications · 202 citations

    2

    h-index

1–5 of 153

Institutions

112

  1. University of California, Berkeley

    Berkeley, United States

    5 h-index

    10 publications

    1.3K citations

  2. Massachusetts Institute of Technology

    Cambridge, United States

    4 h-index

    6 publications

    659 citations

  3. University of Regensburg

    Regensburg, Germany

    3 h-index

    4 publications

    56 citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    3 publications

    82 citations

  5. University College London

    London, United Kingdom

    3 h-index

    4 publications

    516 citations

  6. The University of Texas at Austin

    Austin, United States

    3 h-index

    5 publications

    529 citations

  7. University of Michigan

    Ann Arbor, United States

    3 h-index

    4 publications

    596 citations

  8. University of California, Los Angeles

    Los Angeles, United States

    3 h-index

    8 publications

    247 citations

1–8 of 112

Venues

  1. Child Development

    3 publications · 231 citations

    3

    h-index

  2. Developmental Science

    3 publications · 303 citations

    3

    h-index

  3. National Conference on Artificial Intelligence

    Conference · 2 publications · 43 citations

    2

    h-index

  4. Cognition

    2 publications · 394 citations

    2

    h-index

  5. American Journal of Epidemiology

    AJE · 2 publications · 308 citations

    2

    h-index

1–5