Concepedia

Failure Explanation

Failure Explanation is a type of robot explainability mechanism that specifically accounts for a robot's operational breakdown or suboptimal performance by elucidating the underlying causes, conditions, or decision-making flaws that led to the failure, thereby distinguishing it from general explainability methods that may address normal-function or task-based behavior.

22

Publications

667

Citations

45

Authors

23

Institutions

Publications per year

2017–2026

11

Parents

Publications

22

Explainable AI for Robot Failures

Devleena Das, Siddhartha Banerjee, Sonia Chernova · 2021 · 89 citations · Full text

, , +12

Failsafe: a floor planner that uses EBG to learn from its failures

Jack Mostow, Neeraj Bhatnagar · International Joint Conference on Artificial Intelligence · 1987 · 64 citations

, , +9

The mediating influence of service failure explanation on customer repurchase intention through customers satisfaction

Arun Kumar Tarofder, Seyed Rajab Nikhashemi, S. M. Ferdous Azam et al. · International Journal of Quality and Service Sciences · 2016 · 60 citations

, , +10

Explanation-Based Generalisation of Failures.

Jean‐François Puget · European Conference on Artificial Intelligence · 1988 · 56 citations

, , +8

Improving Human-Robot Interaction Through Explainable Reinforcement Learning

Aaquib Tabrez, Bradley Hayes · 2019 · 40 citations

, , +15

1–5 of 22

Authors

45

  1. SC
    Sonia Chernova

    Georgia Institute of Technology, United States

    3 publications · 128 citations

    3

    h-index

  2. DD
    Devleena Das

    Georgia Institute of Technology, United States

    3 publications · 128 citations

    3

    h-index

  3. MD
    Maximilian Diehl

    Chalmers University of Technology, Sweden

    2 publications · 58 citations

    2

    h-index

  4. JM
    John McClure

    Victoria University of Wellington, New Zealand

    2 publications · 57 citations

    2

    h-index

  5. JJ
    Jos Jaspars

    University of Oxford, United Kingdom

    2 publications · 57 citations

    2

    h-index

1–5 of 45

Institutions

23

  1. Georgia Institute of Technology

    Atlanta, United States

    3 h-index

    8 publications

    360 citations

  2. Chalmers University of Technology

    Gothenburg, Sweden

    2 h-index

    4 publications

    116 citations

  3. Universität Ulm

    Ulm, Germany

    1 h-index

    1 publications

    17 citations

  4. Würzburg Institute for Traffic Sciences (Germany)

    Veitshöchheim, Germany

    1 h-index

    4 publications

    68 citations

  5. Rutgers, The State University of New Jersey

    New Brunswick, United States

    1 h-index

    2 publications

    128 citations

  6. Hewlett-Packard (United Kingdom)

    Bracknell, United Kingdom

    1 h-index

    1 publications

    27 citations

  7. RWTH Aachen University

    Aachen, Germany

    1 h-index

    1 publications

    11 citations

  8. University of Colorado Boulder

    Boulder, United States

    1 h-index

    2 publications

    80 citations

1–8 of 23

Venues

  1. Journal of Personality and Social Psychology

    2 publications · 57 citations

    2

    h-index

  2. arXiv (Cornell University)

    Repository · 2 publications · 33 citations

    2

    h-index

  3. Robotics and Autonomous Systems

    1 publications · 23 citations

    1

    h-index

  4. National Conference on Artificial Intelligence

    Conference · 1 publications · 27 citations

    1

    h-index

  5. European Conference on Artificial Intelligence

    Conference · 1 publications · 56 citations

    1

    h-index

1–5