Optimization-Based Collision Avoidance

Francesco Borrelli , Alexander Liniger , Xiaojing Zhang
arXiv: Optimization and Control

180
2017
A Non-Cooperative Game Approach to Autonomous Racing

Alexander Liniger , John Lygeros
arXiv: Optimization and Control

90
2017
Cautious NMPC with Gaussian Process Dynamics for Autonomous Miniature Race Cars

Alexander Liniger , Lukas Hewing , Melanie N. Zeilinger
european control conference 1341 -1348

44
2018
27
2018
Real-Time Control for Autonomous Racing Based on Viability Theory

Alexander Liniger , John Lygeros
arXiv: Systems and Control

59
2017
Quantifying Data Augmentation for LiDAR based 3D Object Detection.

Alexander Liniger , Luc Van Gool , Dengxin Dai , Martin Hahner
arXiv: Computer Vision and Pattern Recognition

22
2020
Action Sequence Predictions of Vehicles in Urban Environments using Map and Social Context

Alexander Liniger , Luc Van Gool , Dengxin Dai , Jan-Nico Zaech
arXiv: Computer Vision and Pattern Recognition

8
2020
Learning from Simulation, Racing in Reality.

Alisa Rupenyan , Alexander Liniger , Luc Van Gool , John Lygeros
arXiv: Robotics

13
2020
Optimization-Based Hierarchical Motion Planning for Autonomous Racing

Alisa Rupenyan , Alexander Liniger , John Lygeros , Marius Bruhlmeier
intelligent robots and systems 2397 -2403

1
2020
Learning Accurate and Human-Like Driving using Semantic Maps and Attention

Alexander Liniger , Luc Van Gool , Dengxin Dai , Martin Hahner
intelligent robots and systems 2346 -2353

18
2020
Spectral Tensor Train Parameterization of Deep Learning Layers

Stamatios Georgoulis , Alexander Liniger , Maxim Rakhuba , Luc Van Gool
arXiv: Learning

9
2021
Learnable Online Graph Representations for 3D Multi-Object Tracking.

Martin Danelljan , Alexander Liniger , Luc Van Gool , Dengxin Dai
arXiv: Computer Vision and Pattern Recognition

25
2021
A viability approach for fast recursive feasible finite horizon path planning of autonomous RC cars

Alexander Liniger , John Lygeros
international conference on hybrid systems computation and control 1 -10

9
2015
Learning a Curve Guardian for Motorcycles

Simon Hecker , Alexander Liniger , Henrik Maurenbrecher , Dengxin Dai
international conference on intelligent transportation systems 2984 -2991

2
2019
Learning-Based Model Predictive Control for Autonomous Racing

Juraj Kabzan , Lukas Hewing , Alexander Liniger , Melanie N. Zeilinger
international conference on robotics and automation 4 ( 4) 3363 -3370

229
2019
Real-Time Predictive Control for Precision Machining

Alexander Liniger , Luca Varano , Alisa Rupenyan , John Lygeros
2019 IEEE 58th Conference on Decision and Control (CDC) 7746 -7751

2
2019
Autonomous Parking Using Optimization-Based Collision Avoidance

Xiaojing Zhang , Alexander Liniger , Atsushi Sakai , Francesco Borrelli
2018 IEEE Conference on Decision and Control (CDC) 4327 -4332

101
2018
Racing miniature cars: Enhancing performance using Stochastic MPC and disturbance feedback

Alexander Liniger , Xiaojing Zhang , Philipp Aeschbach , Angelos Georghiou
advances in computing and communications 5642 -5647

25
2017
AMZ Driverless: The full autonomous racing system

Juraj Kabzan , Miguel I. Valls , Victor J. F. Reijgwart , Hubertus F. C. Hendrikx
Journal of Field Robotics 37 ( 7) 1267 -1294

93
2020
Optimization‐based autonomous racing of 1:43 scale RC cars

Alexander Liniger , Alexander Domahidi , Manfred Morari
Optimal Control Applications & Methods 36 ( 5) 628 -647

199
2015