Concepedia

Probabilistic Action Representation

Probabilistic Action Representation is a formal framework in cognitive science and artificial intelligence that models actions as probability distributions over possible outcomes, incorporating uncertainty in action selection and execution within dynamic environments.

112

Publications

7K

Citations

297

Authors

130

Institutions

Publications per year

2017–2026

24

Parents

Publications

112

A survey of vision-based methods for action representation, segmentation and recognition

Daniel Weinland, Rémi Ronfard, Edmond Boyer · Computer Vision and Image Understanding · 2010 · 1K citations · Full text

, , +13

Improved Probabilistic Inference as a General Learning Mechanism with Action Video Games

C. Shawn Green, Alexandre Pouget, Daphné Bavelier · Current Biology · 2010 · 369 citations · Full text

, , +14

From Skills to Symbols: Learning Symbolic Representations for Abstract High-Level Planning

George Konidaris, Leslie Pack Kaelbling, Tomás Lozano‐Pérez · Journal of Artificial Intelligence Research · 2018 · 244 citations · Full text

, , +13

Decision Making Under Uncertainty: A Neural Model Based on Partially Observable Markov Decision Processes

Rajesh P. N. Rao · Frontiers in Computational Neuroscience · 2010 · 207 citations · Full text

, , +17

Probabilistic planning with information gathering and contingent execution

Denise L. Draper, Steve Hanks, Daniel S. Weld · 1994 · 193 citations

, , +11

1–5 of 112

Authors

297

  1. AB
    Aaron Bobick

    Georgia Institute of Technology, United States

    4 publications · 355 citations

    4

    h-index

  2. HK
    Henry Kautz

    University of Rochester, United States

    3 publications · 122 citations

    3

    h-index

  3. KY
    Kristina Yordanova

    University of Rostock, Germany

    3 publications · 55 citations

    3

    h-index

  4. GN
    Gerhard Neumann

    Technische Universität Darmstadt, Germany

    3 publications · 173 citations

    3

    h-index

  5. JP
    Jan Peters

    Technische Universität Darmstadt, Germany

    3 publications · 173 citations

    3

    h-index

1–5 of 297

Institutions

130

  1. Carnegie Mellon University

    Pittsburgh, United States

    6 h-index

    8 publications

    686 citations

  2. Massachusetts Institute of Technology

    Cambridge, United States

    5 h-index

    9 publications

    584 citations

  3. Georgia Institute of Technology

    Atlanta, United States

    4 h-index

    11 publications

    781 citations

  4. Technical University of Munich

    Munich, Germany

    4 h-index

    9 publications

    372 citations

  5. Technische Universität Berlin

    Berlin, Germany

    4 h-index

    7 publications

    1.3K citations

  6. University of Rochester

    Rochester, United States

    4 h-index

    13 publications

    1.4K citations

  7. University of Washington

    Seattle, United States

    4 h-index

    10 publications

    1.2K citations

  8. The University of Texas at Austin

    Austin, United States

    3 h-index

    6 publications

    390 citations

1–8 of 130

Venues

  1. arXiv (Cornell University)

    Repository · 7 publications · 192 citations

    7

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 4 publications · 359 citations

    4

    h-index

  3. Journal of Artificial Intelligence Research

    JAIR · 4 publications · 332 citations

    4

    h-index

  4. Robotics and Autonomous Systems

    2 publications · 60 citations

    2

    h-index

  5. National Conference on Artificial Intelligence

    Conference · 2 publications · 103 citations

    2

    h-index

1–5