Concepedia

Deterministic Policy Learning

Deterministic Policy Learning is a method in reinforcement learning whereby the policy, as a mapping from states to actions, is learned to output a single, specific action for each state without stochastic variation.

301

Publications

30.5K

Citations

1K

Authors

326

Institutions

Publications per year

2017–2026

265

Parents

Publications

301

Continuous control with deep reinforcement learning

Timothy Lillicrap, Jonathan J. Hunt, Alexander Pritzel et al. · arXiv (Cornell University) · 2016 · 6.8K citations · Full text

, , +17

Continuous control with deep reinforcement learning

Timothy Lillicrap, Jonathan J. Hunt, Alexander Pritzel et al. · arXiv (Cornell University) · 2015 · 5.4K citations · Full text

, , +17

Deterministic policy gradient algorithms

David Silver, Guy Lever, Nicolas Heess et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2014 · 1.7K citations · Full text

, , +16

A Reduction of Imitation Learning and Structured Prediction to No-Regret\n Online Learning

Stéphane Ross, Geoffrey J. Gordon, J. Andrew Bagnell · arXiv (Cornell University) · 2010 · 1.3K citations · Full text

, , +12

A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning

Stéphane Ross, Geoffrey J. Gordon, J. Andrew Bagnell · arXiv (Cornell University) · 2010 · 846 citations · Full text

, , +12

1–5 of 301

Authors

1K

  1. CW
    Cong Wang

    South China University of Technology, China

    13 publications · 449 citations

    13

    h-index

  2. WZ
    Wei Zeng

    Longyan University, China

    11 publications · 550 citations

    11

    h-index

  3. NH
    Nicolas Heess

    Google (United States), United States

    5 publications · 14.6K citations

    5

    h-index

  4. CY
    Chengzhi Yuan

    University of Rhode Island, United States

    4 publications · 132 citations

    4

    h-index

  5. SW
    Shimon Whiteson

    University of Oxford, United Kingdom

    4 publications · 271 citations

    4

    h-index

1–5 of 1K

Institutions

326

  1. South China University of Technology

    Guangzhou, China

    16 h-index

    32 publications

    1.8K citations

  2. Tsinghua University

    Beijing, China

    13 h-index

    45 publications

    3.5K citations

  3. Longyan University

    Longyan, China

    10 h-index

    21 publications

    1.1K citations

  4. Shanghai Jiao Tong University

    Shanghai, China

    7 h-index

    29 publications

    641 citations

  5. Beijing Institute of Technology

    Beijing, China

    6 h-index

    22 publications

    1.3K citations

  6. Chinese Academy of Sciences

    Beijing, China

    6 h-index

    14 publications

    343 citations

  7. University of Hong Kong

    Pok Fu Lam, Hong Kong

    6 h-index

    8 publications

    252 citations

  8. Northwestern Polytechnical University

    Xi'an, China

    5 h-index

    17 publications

    971 citations

1–8 of 326

Venues

  1. arXiv (Cornell University)

    Repository · 25 publications · 15.9K citations

    17

    h-index

  2. IEEE Access

    12 publications · 583 citations

    12

    h-index

  3. IEEE Internet of Things Journal

    8 publications · 994 citations

    8

    h-index

  4. Neurocomputing

    7 publications · 214 citations

    7

    h-index

  5. Neural Networks

    7 publications · 199 citations

    7

    h-index

1–5