Concepedia

Active Learning From Demonstration

Active Learning From Demonstration is a machine learning framework within the paradigm of Learning From Demonstration that distinguishes itself by actively selecting informative demonstrations through query strategies to optimize learning efficiency and performance.

28

Publications

801

Citations

71

Authors

26

Institutions

Publications per year

2017–2026

16

Parents

Publications

28

Active Example Selection for In-Context Learning

Yiming Zhang, Feng Shi, Chenhao Tan · 2022 · 87 citations · Full text

, , +14

Transparent active learning for robots

Crystal Chao, Maya Çakmak, Andrea L. Thomaz · SMARTech Repository (Georgia Institute of Technology) · 2010 · 72 citations · Full text

, , +14

Active Reward Learning from Critiques

Yuchen Cui, Scott Niekum · 2018 · 59 citations

, , +13

Machine Teaching for Inverse Reinforcement Learning: Algorithms and Applications

Daniel S. Brown, Scott Niekum · 2019 · 59 citations · Full text

, , +16

Pre-Trained Language Models for Interactive Decision-Making

Shuang Li, Xavier Puig, Chris Paxton et al. · CaltechAUTHORS (California Institute of Technology) · 2022 · 53 citations · Full text

, , +15

1–5 of 28

Authors

71

  1. SN
    Scott Niekum

    The University of Texas at Austin, United States

    5 publications · 172 citations

    5

    h-index

  2. DS
    Daniel S. Brown

    The University of Texas at Austin, United States

    4 publications · 113 citations

    4

    h-index

  3. CC
    Crystal Chao

    Georgia Institute of Technology, United States

    3 publications · 129 citations

    3

    h-index

  4. YC
    Yuchen Cui

    The University of Texas at Austin, United States

    3 publications · 102 citations

    3

    h-index

  5. MÇ
    Maya Çakmak

    University of Washington, United States

    3 publications · 129 citations

    3

    h-index

1–5 of 71

Institutions

26

  1. The University of Texas at Austin

    Austin, United States

    5 h-index

    10 publications

    333 citations

  2. Georgia Institute of Technology

    Atlanta, United States

    3 h-index

    9 publications

    387 citations

  3. State Key Laboratory of Quantum Optics and Quantum Optics Devices

    Taiyuan, China

    1 h-index

    4 publications

    48 citations

  4. University of California, Berkeley

    Berkeley, United States

    1 h-index

    1 publications

    23 citations

  5. Meta (Israel)

    Tel Aviv, Israel

    1 h-index

    1 publications

    18 citations

  6. Yale University

    New Haven, United States

    1 h-index

    2 publications

    94 citations

  7. Suez Canal University

    Ismailia, Egypt

    1 h-index

    4 publications

    40 citations

  8. Menlo School

    Atherton, United States

    1 h-index

    2 publications

    30 citations

1–8 of 26

Venues

  1. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 2 publications · 23 citations

    2

    h-index

  2. Adaptive Agents and Multi-Agents Systems

    Conference · 1 publications · 17 citations

    1

    h-index

  3. Pharmacy

    1 publications · 27 citations

    1

    h-index

  4. National Conference on Artificial Intelligence

    Conference · 1 publications · 12 citations

    1

    h-index

  5. CaltechAUTHORS (California Institute of Technology)

    Repository · 1 publications · 53 citations

    1

    h-index

1–5