Concepedia

Dynamic State Aggregation

Dynamic State Aggregation is a computational method in reinforcement learning and decision-making systems that dynamically groups or partitions environmental states into aggregated representations based on evolving temporal or structural dependencies, thereby distinguishing itself from static or pre-defined state aggregation techniques by adapting to non-stationary dynamics in real time.

8

Publications

211

Citations

38

Authors

18

Institutions

Publications per year

2017–2026

3

Parents

Publications

8

Transient Dissipative Optical Properties of Aggregated Au Nanoparticles, CdSe/ZnS Quantum Dots, and Supramolecular Nucleic Acid-Stabilized Ag Nanoclusters

Yu Ouyang, Pu Zhang, Hadar Manis‐Levy et al. · Journal of the American Chemical Society · 2021 · 54 citations

, , +17

Dynamic aggregation strategy for a virtual power plant to improve flexible regulation ability

Xin Liu, Yang Li, Li Wang et al. · Energy · 2024 · 40 citations

, , +15

Effect of Solvent on the Solution State of Conjugated Polymer P7DPF Including Single-Chain to Aggregated State Structure Formation, Dynamic Evolution, and Related Mechanisms

Tao Li, Hao Zhang, Bin Liu et al. · Macromolecules · 2020 · 34 citations

, , +17

Hierarchical bidding strategy for heterogeneous P2H loads and wind power: state-driven aggregation and switching time scheduling

Yulong Yang, Gangui Yan, Gang Mu et al. · Energy · 2025 · 28 citations

, , +16

Dynamic Aggregation of Reservations for Internet Services

Roland Bless · Telecommunication Systems · 2004 · 23 citations

, , +12

1–5 of 8

Authors

38

  1. HZ
    Hao Zhang

    Jilin University, China

    1 publications · 34 citations

    1

    h-index

  2. AI
    Anita Ignatius

    Universität Ulm, Germany

    1 publications · 17 citations

    1

    h-index

  3. RQ
    Ruifang Qin

    Columbia University, United States

    1 publications · 17 citations

    1

    h-index

  4. LW
    Li Wang

    Beihang University, China

    1 publications · 40 citations

    1

    h-index

  5. AB
    Alberto Berizzi

    Politecnico di Milano, Italy

    1 publications · 40 citations

    1

    h-index

1–5 of 38

Institutions

18

  1. Hebrew University of Jerusalem

    Jerusalem, Israel

    1 h-index

    5 publications

    270 citations

  2. Jilin University

    Changchun, China

    1 h-index

    5 publications

    170 citations

  3. Southeast University

    Nanjing, China

    1 h-index

    3 publications

    120 citations

  4. State Key Laboratory of Supramolecular Structure and Materials

    Changchun, China

    1 h-index

    5 publications

    170 citations

  5. Helmholtz-Institute Ulm

    Ulm, Germany

    1 h-index

    2 publications

    34 citations

  6. Universität Ulm

    Ulm, Germany

    1 h-index

    10 publications

    170 citations

  7. Nanyang Technological University

    Singapore, Singapore

    1 h-index

    1 publications

    40 citations

  8. Henan Polytechnic University

    Jiaozuo, China

    1 h-index

    1 publications

    34 citations

1–8 of 18

Venues

  1. Energy

    1 publications · 40 citations

    1

    h-index

  2. IFAC Proceedings Volumes

    1 publications · 15 citations

    1

    h-index

  3. Journal of the American Chemical Society

    JACS · 1 publications · 54 citations

    1

    h-index

  4. Operations Research Letters

    1 publications · 17 citations

    1

    h-index

  5. Macromolecules

    1 publications · 34 citations

    1

    h-index

1–5