Concepedia

Abstraction Heuristics

Abstraction Heuristics is a heuristic function derived from a simplified model of the original problem space by suppressing certain details, thereby enabling more efficient search through the use of approximate solutions grounded in reduced state representations.

62

Publications

3.4K

Citations

101

Authors

63

Institutions

Publications per year

2017–2026

12

Parents

Publications

62

Efficient coflow scheduling with Varys

Mosharaf Chowdhury, Yuan Zhong, Ion Stoica · 2014 · 432 citations · Full text

, , +17

Landmarks, Critical Paths and Abstractions: What's the Difference Anyway?

Malte Helmert, Carmel Domshlak · Proceedings of the International Conference on Automated Planning and Scheduling · 2009 · 399 citations · Full text

, , +9

Planning with Pattern Databases

Stefan Edelkamp · 2014 · 278 citations

, , +14

Flexible abstraction heuristics for optimal sequential planning

Malte Helmert, Patrik Haslum, Jörg Hoffmann · ANU Open Research (Australian National University) · 2007 · 209 citations · Full text

, , +12

Domain-independent construction of pattern database heuristics for cost-optimal planning

Patrik Haslum, Adi Botea, Malte Helmert et al. · 2007 · 188 citations

, , +11

1–5 of 62

Authors

101

  1. MH
    Malte Helmert

    University of Basel, Switzerland

    14 publications · 1.2K citations

    13

    h-index

  2. MK
    Michael Katz

    Technion – Israel Institute of Technology, Israel

    9 publications · 294 citations

    9

    h-index

  3. CD
    Carmel Domshlak

    Technion – Israel Institute of Technology, Israel

    8 publications · 655 citations

    8

    h-index

  4. JS
    Jendrik Seipp

    University of Basel, Switzerland

    6 publications · 175 citations

    6

    h-index

  5. ÁT
    Álvaro Torralba

    Saarland University, Germany

    4 publications · 69 citations

    4

    h-index

1–5 of 101

Institutions

63

  1. University of Basel

    Basel, Switzerland

    11 h-index

    26 publications

    663 citations

  2. Technion – Israel Institute of Technology

    Haifa, Israel

    10 h-index

    18 publications

    1K citations

  3. University of Freiburg

    Freiburg im Breisgau, Germany

    7 h-index

    9 publications

    946 citations

  4. University of Alberta

    Edmonton, Canada

    5 h-index

    10 publications

    538 citations

  5. Saarland University

    Saarbrücken, Germany

    5 h-index

    6 publications

    93 citations

  6. Australian National University

    Canberra, Australia

    4 h-index

    7 publications

    656 citations

  7. Universidad Carlos III de Madrid

    Madrid, Spain

    3 h-index

    6 publications

    108 citations

  8. Columbia University

    New York, United States

    3 h-index

    5 publications

    844 citations

1–8 of 63

Venues

  1. 8

    h-index

  2. Journal of Artificial Intelligence Research

    JAIR · 6 publications · 228 citations

    6

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 6 publications · 141 citations

    6

    h-index

  4. 5

    h-index

  5. Artificial Intelligence

    3 publications · 226 citations

    3

    h-index

1–5