Concepedia

Ensemble Dynamics Models

Ensemble Dynamics Models is a model-based reinforcement learning approach that comprises a collection of multiple probabilistic dynamics models, distinguished by its use of ensemble averaging and uncertainty estimation to improve robustness and generalization in learning system transition dynamics.

22

Publications

862

Citations

92

Authors

41

Institutions

Publications per year

2017–2026

9

Parents

Publications

22

Waveguide for Bose-Einstein condensates

Kai Bongs, Sven Burger, S. Dettmer et al. · Physical Review A · 2001 · 176 citations · Full text

, , +15

Identification of simple reaction coordinates from complex dynamics

Robert T. McGibbon, Brooke E. Husic, Vijay S. Pande · The Journal of Chemical Physics · 2017 · 103 citations · Full text

, , +17

Mesoscopic phase separation dynamics of compressible copolymer melts

Natasha M. Maurits, B. A. C. van Vlimmeren, J. G. E. M. Fraaije · Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics · 1997 · 65 citations

, , +17

The emergence of synchrony in networks of mutually inferring neurons

Ensor Rafael Palacios, Takuya Isomura, Thomas Parr et al. · Scientific Reports · 2019 · 62 citations · Full text

, , +17

Reducing the allowable kinetic space by constructing ensemble of dynamic models with the same steady-state flux

Yikun Tan, Jimmy G. Lafontaine Rivera, Carolina A. Contador et al. · Metabolic Engineering · 2010 · 61 citations

, , +12

1–5 of 22

Authors

92

  1. ER
    Ensor Rafael Palacios

    Wellcome Centre for Human Neuroimaging, United Kingdom

    1 publications · 62 citations

    1

    h-index

  2. NB
    Nusret Balci

    University of Minnesota, United States

    1 publications · 20 citations

    1

    h-index

  3. NM
    Natasha M. Maurits

    University of Groningen, Netherlands

    1 publications · 65 citations

    1

    h-index

  4. BC
    Bruno Chaudret

    Centre National de la Recherche Scientifique, France

    1 publications · 39 citations

    1

    h-index

  5. MT
    Masayoshi Takayanagi

    Nagoya University, Japan

    1 publications · 12 citations

    1

    h-index

1–5 of 92

Institutions

41

  1. Stanford University

    Stanford, United States

    2 h-index

    4 publications

    329 citations

  2. National Hospital for Neurology and Neurosurgery

    London, United Kingdom

    1 h-index

    3 publications

    186 citations

  3. Université Toulouse III - Paul Sabatier

    Toulouse, France

    1 h-index

    9 publications

    351 citations

  4. Systems Dynamics (United States)

    Huntsville, United States

    1 h-index

    1 publications

    25 citations

  5. InSightec (Israel)

    Tirat Carmel, Israel

    1 h-index

    1 publications

    13 citations

  6. Meta (Israel)

    Tel Aviv, Israel

    1 h-index

    2 publications

    34 citations

  7. Purdue University West Lafayette

    West Lafayette, United States

    1 h-index

    2 publications

    78 citations

  8. Southern Methodist University

    Dallas, United States

    1 h-index

    2 publications

    24 citations

1–8 of 41

Venues

  1. The Journal of Chemical Physics

    2 publications · 130 citations

    2

    h-index

  2. arXiv (Cornell University)

    Repository · 1 publications · 17 citations

    1

    h-index

  3. Physical Review A

    PRA · 1 publications · 176 citations

    1

    h-index

  4. New Journal of Physics

    NJP · 1 publications · 13 citations

    1

    h-index

  5. Physical Review E

    PRE · 1 publications · 13 citations

    1

    h-index

1–5