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Beyond RMSE: Do machine-learned models of road user interaction produce human-like behavior?
22 June 2022
Aravinda Ramakrishnan Srinivasan
Yi-Shin Lin
Morris Antonello
Anthony Knittel
Mohamed Hasan
Majd Hawasly
John Redford
S. Ramamoorthy
Matteo Leonetti
J. Billington
R. Romano
Gustav Markkula
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Papers citing
"Beyond RMSE: Do machine-learned models of road user interaction produce human-like behavior?"
9 / 9 papers shown
Title
Flash: Fast and Light Motion Prediction for Autonomous Driving with Bayesian Inverse Planning and Learned Motion Profiles
Morris Antonello
M. Dobre
Stefano V. Albrecht
John Redford
S. Ramamoorthy
3DV
63
10
0
15 Mar 2022
Large Scale Interactive Motion Forecasting for Autonomous Driving : The Waymo Open Motion Dataset
Scott Ettinger
Shuyang Cheng
Benjamin Caine
Chenxi Liu
Hang Zhao
...
Jiquan Ngiam
Vijay Vasudevan
Alexander McCauley
Jonathon Shlens
Drago Anguelov
192
561
0
20 Apr 2021
Pedestrian Models for Autonomous Driving Part II: High-Level Models of Human Behavior
F. Camara
Nicola Bellotto
S. Coşar
Florian Weber
Dimitris Nathanael
...
Gustav Markkula
Anna Schieben
F. Tango
N. Merat
Charles W. Fox
56
107
0
26 Mar 2020
Pedestrian Models for Autonomous Driving Part I: Low-Level Models, from Sensing to Tracking
F. Camara
Nicola Bellotto
S. Coşar
Dimitris Nathanael
Matthias Althoff
Jingyuan Wu
Johannes Ruenz
A. Dietrich
Charles W. Fox
40
73
0
26 Feb 2020
Joint Interaction and Trajectory Prediction for Autonomous Driving using Graph Neural Networks
Donsuk Lee
Yiming Gu
Jerrick Hoang
Micol Marchetti-Bowick
GNN
42
38
0
17 Dec 2019
Multiple Futures Prediction
Yichuan Tang
Ruslan Salakhutdinov
87
353
0
04 Nov 2019
GRIP++: Enhanced Graph-based Interaction-aware Trajectory Prediction for Autonomous Driving
Xin Li
Xiaowen Ying
Mooi Choo Choo Chuah
63
238
0
17 Jul 2019
TrafficPredict: Trajectory Prediction for Heterogeneous Traffic-Agents
Sungwon Kim
Sang-gil Lee
Sibo Zhang
Ruigang Yang
Jaehyeon Kim
Tianyi Zhou
85
423
0
06 Nov 2018
Convolutional Social Pooling for Vehicle Trajectory Prediction
Nachiket Deo
Mohan M. Trivedi
67
788
0
15 May 2018
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