Rien Quirynen

Orcid: 0000-0003-4330-2896

According to our database1, Rien Quirynen authored at least 64 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Safe Multiagent Motion Planning Under Uncertainty for Drones Using Filtered Reinforcement Learning.
IEEE Trans. Robotics, 2024

Equivariant Deep Learning of Mixed-Integer Optimal Control Solutions for Vehicle Decision Making and Motion Planning.
CoRR, 2024

Path Generation Based on Electrostatic Equipotential Curves.
IEEE Access, 2024

Progressive Smoothing for Motion Planning in Real-Time NMPC.
Proceedings of the European Control Conference, 2024

Bayesian Forecasting with Deep Generative Disturbance Models in Stochastic MPC for Building Energy Systems.
Proceedings of the IEEE Conference on Control Technology and Applications, 2024

2023
Safe multi-agent motion planning under uncertainty for drones using filtered reinforcement learning.
CoRR, 2023

Real-time Mixed-Integer Quadratic Programming for Vehicle Decision Making and Motion Planning.
CoRR, 2023

Friction-Adaptive Stochastic Nonlinear Model Predictive Control for Autonomous Vehicles.
CoRR, 2023

Integral Action NMPC for Tight Maneuvers of Articulated Vehicles.
Proceedings of the American Control Conference, 2023

Optimization-based Coordination and Control of Traffic Lights and Mixed Traffic in Multi-Intersection Environments.
Proceedings of the American Control Conference, 2023

2022
acados - a modular open-source framework for fast embedded optimal control.
Math. Program. Comput., 2022

Tailored Presolve Techniques in Branch-and-Bound Method for Fast Mixed-Integer Optimal Control Applications.
CoRR, 2022

PRISM: Recurrent Neural Networks and Presolve Methods for Fast Mixed-integer Optimal Control.
Proceedings of the Learning for Dynamics and Control Conference, 2022

Safe multi-agent motion planning via filtered reinforcement learning.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Motion Planning and Model Predictive Control for Automated Tractor-Trailer Hitching Maneuver.
Proceedings of the IEEE Conference on Control Technology and Applications, 2022

Friction-Adaptive Stochastic Predictive Control for Trajectory Tracking of Autonomous Vehicles.
Proceedings of the American Control Conference, 2022

Coordination of Autonomous Vehicles and Dynamic Traffic Rules in Mixed Automated/Manual Traffic.
Proceedings of the American Control Conference, 2022

2021
Adjoint-based SQP method with block-wise quasi-Newton Jacobian updates for nonlinear optimal control.
Optim. Methods Softw., 2021

Early Termination of Convex QP Solvers in Mixed-Integer Programming for Real-Time Decision Making.
IEEE Control. Syst. Lett., 2021

Learning Disagreement Regions with Deep Neural Networks to Reduce Practical Complexity of Mixed-Integer MPC.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Sequential Quadratic Programming Algorithm for Real-Time Mixed-Integer Nonlinear MPC.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

Mixed-integer Programming for Centralized Coordination of Connected and Automated Vehicles in Dynamic Environment.
Proceedings of the IEEE Conference on Control Technology and Applications, 2021

Cornering Stiffness Adaptive, Stochastic Nonlinear Model Predictive Control for Vehicles.
Proceedings of the 2021 American Control Conference, 2021

Joint Tire-Stiffness and Vehicle-Inertial Parameter Estimation for Improved Predictive Control.
Proceedings of the 2021 American Control Conference, 2021

2020
From linear to nonlinear MPC: bridging the gap via the real-time iteration.
Int. J. Control, 2020

Autonomous Vehicle Decision-Making and Monitoring based on Signal Temporal Logic and Mixed-Integer Programming.
Proceedings of the 2020 American Control Conference, 2020

Integrated Obstacle Detection and Avoidance in Motion Planning and Predictive Control of Autonomous Vehicles.
Proceedings of the 2020 American Control Conference, 2020

2019
A homotopy-based moving horizon estimation.
Int. J. Control, 2019

PRESAS: Block-Structured Preconditioning of Iterative Solvers within a Primal Active-Set Method for fast MPC.
CoRR, 2019

Learning autonomous vehicle passengers' preferred driving styles using g-g plots and haptic feedback.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Efficient Zero-Order NMPC with Feasibility and Stability Guarantees.
Proceedings of the 17th European Control Conference, 2019

A Structure Exploiting Branch-and-Bound Algorithm for Mixed-Integer Model Predictive Control.
Proceedings of the 17th European Control Conference, 2019

Detecting and Exploiting Generalized Nonlinear Static Feedback Structures in DAE Systems for MPC.
Proceedings of the 17th European Control Conference, 2019

Approximate Dynamic Programming For Linear Systems with State and Input Constraints.
Proceedings of the 17th European Control Conference, 2019

Steering of Autonomous Vehicles Based on Friction-Adaptive Nonlinear Model-Predictive Control.
Proceedings of the 2019 American Control Conference, 2019

Motion Planning of Autonomous Road Vehicles by Particle Filtering: Implementation and Validation.
Proceedings of the 2019 American Control Conference, 2019

2018
In-Vehicle Realization of Nonlinear MPC for Gasoline Two-Stage Turbocharging Airpath Control.
IEEE Trans. Control. Syst. Technol., 2018

Inexact Newton-Type Optimization with Iterated Sensitivities.
SIAM J. Optim., 2018

Block Structured Preconditioning within an Active-Set Method for Real-Time Optimal Control.
Proceedings of the 16th European Control Conference, 2018

A regularized Newton solver for linear model predictive control.
Proceedings of the 16th European Control Conference, 2018

A Real-Time Iteration Scheme with Quasi-Newton Jacobian Updates for Nonlinear Model Predictive Control.
Proceedings of the 16th European Control Conference, 2018

Control Architecture Design for Autonomous Vehicles.
Proceedings of the IEEE Conference on Control Technology and Applications, 2018

Lifted Newton-Type Optimization for Pseudospectral Methods in Nonlinear Model Predictive Control.
Proceedings of the 2018 Annual American Control Conference, 2018

Embedded Optimization Algorithms for Steering in Autonomous Vehicles based on Nonlinear Model Predictive Control.
Proceedings of the 2018 Annual American Control Conference, 2018

Real-Time Tube MPC Applied to a 10-State Quadrotor Model.
Proceedings of the 2018 Annual American Control Conference, 2018

2017
A Sparsity Preserving Convexification Procedure for Indefinite Quadratic Programs Arising in Direct Optimal Control.
SIAM J. Optim., 2017

Lifted collocation integrators for direct optimal control in ACADO toolkit.
Math. Program. Comput., 2017

Robust MPC via min-max differential inequalities.
Autom., 2017

A partially tightened real-time iteration scheme for nonlinear model predictive control.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

2016
Time-optimal race car driving using an online exact hessian based nonlinear MPC algorithm.
Proceedings of the 15th European Control Conference, 2016

Exploiting convexity in direct Optimal Control: a sequential convex quadratic programming method.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

A quadratically convergent primal decomposition algorithm with soft coupling for nonlinear parameter estimation.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Symmetric Hessian propagation for lifted collocation integrators in direct Optimal Control.
Proceedings of the 2016 American Control Conference, 2016

A block based ALADIN scheme for highly parallelizable direct Optimal Control.
Proceedings of the 2016 American Control Conference, 2016

An efficient SQP algorithm for Moving Horizon Estimation with Huber penalties and multi-rate measurements.
Proceedings of the 2016 IEEE Conference on Control Applications, 2016

Nonlinear MPC for Combustion Engine Control: A parameter study for realizing real-time feasibility.
Proceedings of the 2016 IEEE Conference on Control Applications, 2016

2015
A compression algorithm for real-time distributed nonlinear MPC.
Proceedings of the 14th European Control Conference, 2015

Lifted implicit integrators for direct optimal control.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Nonlinear MPC for a two-stage turbocharged gasoline engine airpath.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

2014
Symmetric algorithmic differentiation based exact Hessian SQP method and software for Economic MPC.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

An improved real-time economic NMPC scheme for Wind Turbine control using spline-interpolated aerodynamic coefficients.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

2013
Fast auto generated ACADO integrators and application to MHE with multi-rate measurements.
Proceedings of the 12th European Control Conference, 2013

Efficient NMPC for nonlinear models with linear subsystems.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

2012
Aircraft control based on fast non-linear MPC & multiple-shooting.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012


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