Concepedia

Navigation Learning

Navigation Learning is a subfield of robot learning that studies methods by which autonomous agents acquire, from data or interaction experience, policies or models for goal-directed movement, path planning, and motion control in complex environments rather than relying solely on hand-engineered navigation strategies.

639

Publications

42.1K

Citations

2K

Authors

595

Institutions

Publications per year

2017–2026

278

Variants

Learning For Navigation

Parents

Children

Publications

639

Mastering the game of Go without human knowledge

David Silver, Julian Schrittwieser, Karen Simonyan et al. · Nature · 2017 · 9.2K citations

, , +7

The goal-gradient hypothesis and maze learning.

C. L. Hull · Psychological Review · 1932 · 597 citations

, , +14

Visually-guided maze learning in man: Effects of bilateral hippocampal, bilateral frontal, and unilateral cerebral lesions

Brenda Milner · Neuropsychologia · 1965 · 563 citations

, , +15

Learning to Interpret Natural Language Navigation Instructions from Observations

David L. Chen, Raymond J. Mooney · Proceedings of the AAAI Conference on Artificial Intelligence · 2011 · 467 citations · Full text

, , +13

From implicit skills to explicit knowledge: a bottom-up model of skill learning

Ruikang Sun, Edward C. Merrill, Todd E. Peterson · Cognitive Science · 2001 · 412 citations

, , +11

1–5 of 639

Authors

2K

  1. DB
    Dhruv Batra

    Georgia Institute of Technology, United States

    15 publications · 782 citations

    13

    h-index

  2. DP
    Devi Parikh

    Georgia Institute of Technology, United States

    8 publications · 453 citations

    8

    h-index

  3. WB
    Wolfram Burgard

    University of Freiburg, Germany

    8 publications · 800 citations

    8

    h-index

  4. PG
    Paul Graham

    University of Sussex, United Kingdom

    8 publications · 509 citations

    8

    h-index

  5. EW
    Erik Wijmans

    Georgia Institute of Technology, United States

    7 publications · 480 citations

    7

    h-index

1–5 of 2K

Institutions

595

  1. Carnegie Mellon University

    Pittsburgh, United States

    16 h-index

    50 publications

    3.7K citations

  2. Georgia Institute of Technology

    Atlanta, United States

    16 h-index

    54 publications

    2.7K citations

  3. The University of Texas at Austin

    Austin, United States

    14 h-index

    52 publications

    3.1K citations

  4. University of Freiburg

    Freiburg im Breisgau, Germany

    14 h-index

    40 publications

    3.1K citations

  5. Centre National de la Recherche Scientifique

    Paris, France

    13 h-index

    49 publications

    4.3K citations

  6. University College London

    London, United Kingdom

    12 h-index

    40 publications

    1.6K citations

  7. Google (United States)

    Mountain View, United States

    12 h-index

    45 publications

    4.1K citations

  8. University of Sussex

    Brighton, United Kingdom

    11 h-index

    30 publications

    2.2K citations

1–8 of 595

Venues

  1. arXiv (Cornell University)

    Repository · 68 publications · 3.3K citations

    26

    h-index

  2. IEEE Robotics and Automation Letters

    15 publications · 1K citations

    14

    h-index

  3. Behavioural Brain Research

    11 publications · 585 citations

    11

    h-index

  4. Robotics and Autonomous Systems

    10 publications · 334 citations

    10

    h-index

  5. Journal of Environmental Psychology

    9 publications · 647 citations

    9

    h-index

1–5