Concepedia

Information-theoretic Exploration

Information-Theoretic Exploration is a methodological framework within autonomous exploration that selects actions to maximize the gain of information about the environment, as quantified by information-theoretic measures such as entropy reduction or mutual information.

259

Publications

13.4K

Citations

762

Authors

373

Institutions

Publications per year

2017–2026

94

Parents

Publications

259

Model selection and multimodel inference : a practical information-theoretic approach

2002 · 2.9K citations

, , +15

The role of relative entropy in quantum information theory

Vlatko Vedral · Reviews of Modern Physics · 2002 · 1.2K citations · Full text

, , +17

The Internet of nano-things

Ian F. Akyildiz, Josep Miquel Jornet · IEEE Wireless Communications · 2010 · 565 citations

, , +17

Characterizing the Google Books Corpus: Strong Limits to Inferences of Socio-Cultural and Linguistic Evolution

Eitan Adam Pechenick, Christopher M. Danforth, Peter Sheridan Dodds · PLoS ONE · 2015 · 450 citations · Full text

, , +16

Probabilistic Relationships between Ground-Motion Parameters and Modified Mercalli Intensity in California

C. Bruce Worden, Matt Gerstenberger, David A. Rhoades et al. · Bulletin of the Seismological Society of America · 2012 · 405 citations

, , +16

1–5 of 259

Authors

762

  1. SL
    Shubin Liu

    University of North Carolina at Chapel Hill, United States

    15 publications · 433 citations

    14

    h-index

  2. CR
    Chunying Rong

    Hunan Normal University, China

    13 publications · 406 citations

    13

    h-index

  3. DY
    Donghai Yu

    Hunan Normal University, China

    8 publications · 225 citations

    8

    h-index

  4. DZ
    Dongbo Zhao

    University of North Carolina at Chapel Hill, United States

    7 publications · 199 citations

    7

    h-index

  5. TL
    Tian Lu

    University of North Carolina at Chapel Hill, United States

    6 publications · 242 citations

    6

    h-index

1–5 of 762

Institutions

373

  1. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    14 h-index

    16 publications

    453 citations

  2. Hunan Normal University

    Changsha, China

    13 h-index

    39 publications

    1.1K citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    9 h-index

    24 publications

    1K citations

  4. Massachusetts Institute of Technology

    Cambridge, United States

    5 h-index

    17 publications

    1.2K citations

  5. University of Oxford

    Oxford, United Kingdom

    5 h-index

    6 publications

    1.4K citations

  6. Yunnan University

    Kunming, China

    5 h-index

    5 publications

    169 citations

  7. New York University

    New York, United States

    5 h-index

    11 publications

    489 citations

  8. University of California San Diego

    San Diego, United States

    5 h-index

    14 publications

    369 citations

1–8 of 373

Venues

  1. arXiv (Cornell University)

    Repository · 11 publications · 273 citations

    11

    h-index

  2. Theoretical Chemistry Accounts

    5 publications · 164 citations

    5

    h-index

  3. Chemical Physics Letters

    4 publications · 74 citations

    4

    h-index

  4. PLoS ONE

    3 publications · 764 citations

    3

    h-index

  5. IEEE Wireless Communications

    3 publications · 759 citations

    3

    h-index

1–5