Concepedia

Interaction-aware Prediction

Interaction-Aware Prediction is a modeling paradigm in traffic participant forecasting that belongs to the class of trajectory prediction methods and is distinguished by its explicit incorporation of dynamic interdependencies and behavioral influences among multiple agents in shared environments.

63

Publications

4.1K

Citations

209

Authors

96

Institutions

Publications per year

2017–2026

54

Parents

Publications

63

Multi-Modal Trajectory Prediction of Surrounding Vehicles with Maneuver based LSTMs

2018 · 411 citations · Full text

, , +17

Attention Based Vehicle Trajectory Prediction

Kaouther Messaoud, Itheri Yahiaoui, Anne Verroust-Blondet et al. · IEEE Transactions on Intelligent Vehicles · 2020 · 395 citations · Full text

, , +14

TraPHic: Trajectory Prediction in Dense and Heterogeneous Traffic Using Weighted Interactions

2019 · 225 citations · Full text

, , +17

AST-GNN: An attention-based spatio-temporal graph neural network for Interaction-aware pedestrian trajectory prediction

Hao Zhou, Dongchun Ren, Huaxia Xia et al. · Neurocomputing · 2021 · 203 citations

, , +9

A Combined Model- and Learning-Based Framework for Interaction-Aware Maneuver Prediction

Mohammad Bahram, Constantin Hubmann, Andreas Lawitzky et al. · IEEE Transactions on Intelligent Transportation Systems · 2016 · 173 citations

, , +17

1–5 of 63

Authors

209

  1. MT
    Masayoshi Tomizuka

    University of California, Berkeley, United States

    8 publications · 357 citations

    8

    h-index

  2. WZ
    Wei Zhan

    University of California, Berkeley, United States

    4 publications · 216 citations

    4

    h-index

  3. HM
    Hengbo Ma

    University of California, Berkeley, United States

    4 publications · 141 citations

    4

    h-index

  4. JL
    Jiachen Li

    University of California, Berkeley, United States

    4 publications · 141 citations

    4

    h-index

  5. CL
    Chen Lv

    Nanyang Technological University, Singapore

    3 publications · 179 citations

    3

    h-index

1–5 of 209

Institutions

96

  1. University of California, Berkeley

    Berkeley, United States

    8 h-index

    22 publications

    967 citations

  2. Nanyang Technological University

    Singapore, Singapore

    5 h-index

    12 publications

    575 citations

  3. University of Waterloo

    Waterloo, Canada

    4 h-index

    8 publications

    304 citations

  4. Technical University of Munich

    Munich, Germany

    4 h-index

    13 publications

    1.2K citations

  5. Tongji University

    Shanghai, China

    3 h-index

    7 publications

    228 citations

  6. BMW Group (Germany)

    Munich, Germany

    3 h-index

    5 publications

    658 citations

  7. Peking University

    Beijing, China

    2 h-index

    2 publications

    75 citations

  8. Central South University

    Changsha, China

    2 h-index

    3 publications

    224 citations

1–8 of 96

Venues

  1. 6

    h-index

  2. IEEE Transactions on Intelligent Vehicles

    ITIVBL · 6 publications · 659 citations

    6

    h-index

  3. arXiv (Cornell University)

    Repository · 5 publications · 177 citations

    5

    h-index

  4. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 2 publications · 91 citations

    2

    h-index

  5. Neurocomputing

    2 publications · 256 citations

    2

    h-index

1–5