Concepedia

Action Space Formulation

Action Space Formulation is a dynamic programming construct that specifies the set of permissible decisions or operations at each state, distinguishing itself by formally defining the feasible actions available to an agent in sequential decision-making processes.

762

Publications

37.8K

Citations

2.5K

Authors

654

Institutions

Publications per year

2017–2026

530

Parents

Publications

762

Level clustering in the regular spectrum

Michael Berry, M. Tabor · Proceedings of the Royal Society of London A Mathematical and Physical Sciences · 1977 · 1.4K citations

, , +12

StarCraft II: A New Challenge for Reinforcement Learning

Oriol Vinyals, Timo Ewalds, Sergey Bartunov et al. · arXiv (Cornell University) · 2017 · 685 citations · Full text

, , +15

Deep Reinforcement Learning for User Association and Resource Allocation in Heterogeneous Cellular Networks

Nan Zhao, Ying‐Chang Liang, Dusit Niyato et al. · IEEE Transactions on Wireless Communications · 2019 · 456 citations

, , +16

A Theoretical Framework for Conversational Search

Filip Radlinski, Nick Craswell · 2017 · 430 citations

, , +15

Multiagent Planning with Factored MDPs

Carlos Guestrin, Daphne Koller, Ronald Parr · 2001 · 403 citations

, , +16

1–5 of 762

Authors

2.5K

  1. FR
    F. Richard Yu

    Carleton University, Canada

    7 publications · 608 citations

    7

    h-index

  2. QJ
    Qing‐Shan Jia

    Tsinghua University, China

    5 publications · 133 citations

    5

    h-index

  3. CB
    Craig Boutilier

    University of Toronto, Canada

    5 publications · 181 citations

    5

    h-index

  4. CX
    Changqiao Xu

    Beijing University of Posts and Telecommunications, China

    5 publications · 136 citations

    5

    h-index

  5. JB
    James Binney

    University of Oxford, United Kingdom

    5 publications · 206 citations

    5

    h-index

1–5 of 2.5K

Institutions

654

  1. Beijing University of Posts and Telecommunications

    Beijing, China

    19 h-index

    65 publications

    4.3K citations

  2. Tsinghua University

    Beijing, China

    19 h-index

    80 publications

    4K citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    17 h-index

    34 publications

    1.6K citations

  4. Nanyang Technological University

    Singapore, Singapore

    16 h-index

    31 publications

    1.7K citations

  5. Southeast University

    Nanjing, China

    13 h-index

    36 publications

    2K citations

  6. University of California, Berkeley

    Berkeley, United States

    13 h-index

    40 publications

    3.5K citations

  7. Beijing Institute of Technology

    Beijing, China

    11 h-index

    31 publications

    2.5K citations

  8. Shanghai Jiao Tong University

    Shanghai, China

    11 h-index

    39 publications

    1.8K citations

1–8 of 654

Venues

  1. arXiv (Cornell University)

    Repository · 100 publications · 4.5K citations

    32

    h-index

  2. IEEE Transactions on Vehicular Technology

    17 publications · 1.2K citations

    16

    h-index

  3. IEEE Access

    17 publications · 745 citations

    16

    h-index

  4. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 19 publications · 614 citations

    15

    h-index

  5. IEEE Transactions on Wireless Communications

    12 publications · 1.1K citations

    12

    h-index

1–5