Concepedia

Adaptive Exploration

Adaptive Exploration is a methodological framework within autonomous exploration that dynamically adjusts exploration strategies based on real-time environmental feedback and uncertainty estimates to optimize information gain and task efficiency.

114

Publications

4K

Citations

313

Authors

145

Institutions

Publications per year

2017–2026

63

Parents

Publications

114

Adaptive Exploration for Unsupervised Person Re-identification

Yuhang Ding, Hehe Fan, Mingliang Xu et al. · ACM Transactions on Multimedia Computing Communications and Applications · 2020 · 151 citations · Full text

, , +13

User-Adaptive Exploration of Multidimensional Data.

Sunita Sarawagi · 2000 · 124 citations

, , +14

Probabilistic Charging Power Forecast of EVCS: Reinforcement Learning Assisted Deep Learning Approach

Yuanzheng Li, Shangyang He, Yang Li et al. · IEEE Transactions on Intelligent Vehicles · 2022 · 119 citations · Full text

, , +17

A time-varying transfer function for balancing the exploration and exploitation ability of a binary PSO

Md. Jakirul Islam, Xiaodong Li, Yi Mei · Applied Soft Computing · 2017 · 95 citations

, , +8

An adaptive particle swarm optimizer with decoupled exploration and exploitation for large scale optimization

Dongyang Li, Weian Guo, Alexander Lerch et al. · Swarm and Evolutionary Computation · 2020 · 95 citations

, , +11

1–5 of 114

Authors

313

  1. PK
    Pradeep K. Khosla

    Carnegie Mellon University, United States

    4 publications · 189 citations

    4

    h-index

  2. KH
    Kian Hsiang Low

    National University of Singapore, Singapore

    4 publications · 189 citations

    4

    h-index

  3. JM
    John M. Dolan

    Carnegie Mellon University, United States

    3 publications · 169 citations

    3

    h-index

  4. XL
    Xin Liu

    University of Illinois Urbana-Champaign, United States

    2 publications · 25 citations

    2

    h-index

  5. MS
    Masashi Sugiyama

    Tokyo Institute of Technology, Japan

    2 publications · 55 citations

    2

    h-index

1–5 of 313

Institutions

145

  1. Carnegie Mellon University

    Pittsburgh, United States

    6 h-index

    16 publications

    665 citations

  2. Tongji University

    Shanghai, China

    3 h-index

    11 publications

    645 citations

  3. Stanford University

    Stanford, United States

    2 h-index

    4 publications

    166 citations

  4. The University of Tokyo

    Tokyo, Japan

    2 h-index

    3 publications

    111 citations

  5. Huazhong University of Science and Technology

    Wuhan, China

    2 h-index

    7 publications

    709 citations

  6. Northeastern University

    Shenyang, China

    2 h-index

    4 publications

    133 citations

  7. Georgia Institute of Technology

    Atlanta, United States

    2 h-index

    1 publications

    95 citations

  8. École Nationale Supérieure de Techniques Avancées

    Palaiseau, France

    2 h-index

    3 publications

    43 citations

1–8 of 145

Venues

  1. arXiv (Cornell University)

    Repository · 8 publications · 163 citations

    8

    h-index

  2. IEEE Access

    3 publications · 94 citations

    3

    h-index

  3. ArXiv.org

    Repository · 2 publications · 40 citations

    2

    h-index

  4. The International Journal of Robotics Research

    IJRR · 2 publications · 117 citations

    2

    h-index

  5. Sensors

    2 publications · 38 citations

    2

    h-index

1–5