Concepedia

State-value Function

The State-Value Function is a value function that belongs to the class of value functions in reinforcement learning and is specifically distinguished by mapping each state in the environment to the expected return achievable by following a given policy from that state onward.

619

Publications

40.3K

Citations

1.5K

Authors

559

Institutions

Publications per year

2017–2026

240

Variants

V-function

Parents

Publications

619

Playing Atari with Deep Reinforcement Learning

Volodymyr Mnih, Koray Kavukcuoglu, David Silver et al. · arXiv (Cornell University) · 2013 · 5.1K citations · Full text

, , +16

Dueling Network Architectures for Deep Reinforcement Learning

Ziyu Wang, Tom Schaul, Matteo Hessel et al. · arXiv (Cornell University) · 2015 · 1.8K citations · Full text

, , +16

Strange Attractors, Chaotic Behavior, and Information Flow

Robert Shaw · Zeitschrift für Naturforschung A · 1981 · 801 citations · Full text

, , +17

Deep Reinforcement Learning: An Overview

Yuxi Li · arXiv (Cornell University) · 2017 · 546 citations · Full text

, , +16

Distributional Reinforcement Learning With Quantile Regression

Will Dabney, Mark Rowland, Marc G. Bellemare et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 512 citations · Full text

, , +12

1–5 of 619

Authors

1.5K

  1. DS
    David Silver

    Google DeepMind (United Kingdom), United Kingdom

    11 publications · 6.4K citations

    10

    h-index

  2. DP
    Doina Precup

    McGill University, Canada

    8 publications · 262 citations

    8

    h-index

  3. SL
    Sergey Levine

    University of California, Berkeley, United States

    7 publications · 479 citations

    7

    h-index

  4. RM
    Rémi Munos

    Google (United States), United States

    7 publications · 1.3K citations

    7

    h-index

  5. RP
    Ronald Parr

    Duke University, United States

    7 publications · 654 citations

    7

    h-index

1–5 of 1.5K

Institutions

559

  1. McGill University

    Montreal, Canada

    15 h-index

    30 publications

    1.4K citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    13 h-index

    25 publications

    1.1K citations

  3. University of Alberta

    Edmonton, Canada

    13 h-index

    33 publications

    2K citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    12 h-index

    26 publications

    1.4K citations

  5. Institut national de recherche en sciences et technologies du numérique

    Le Chesnay-Rocquencourt, France

    12 h-index

    19 publications

    1.7K citations

  6. Stanford University

    Stanford, United States

    11 h-index

    21 publications

    1.6K citations

  7. Duke University

    Durham, United States

    10 h-index

    16 publications

    1.6K citations

  8. Tsinghua University

    Beijing, China

    10 h-index

    34 publications

    845 citations

1–8 of 559

Venues

  1. arXiv (Cornell University)

    Repository · 68 publications · 11.1K citations

    30

    h-index

  2. SIAM Journal on Control and Optimization

    31 publications · 1.8K citations

    24

    h-index

  3. 11

    h-index

  4. IEEE Transactions on Automatic Control

    10 publications · 1K citations

    10

    h-index

  5. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 13 publications · 790 citations

    10

    h-index

1–5