Foto von Wenjun Liu

Wenjun Liu

Technische Universität München

Informatik 6 - Lehrstuhl für Robotik, Künstliche Intelligenz und Echtzeitsysteme (Prof. Knoll)

Postadresse

Postal:
Boltzmannstr. 3
85748 Garching b. München

  • wenjun.liu(at)tum.de

Research Interests

  • LMI Basded MPC Control of Autonomous Driving 
  • Gaussian Process-Based MPC for Autonomous Driving 
  • Autonomous Driving Overtaking Control Problem
  • Reinforcement Learning of Model Predictive Control for Autonomous Vehicle 
  • Deep Reinforcement Learning for Autonomous Driving

OPEN THESIS

  • MPC-Based Shared Steering Control for Autonomous Driving (I can offer Logitech G29)
  • Combining Reinforcement Learning and Model Predictive Control for  Autonomous Driving
  • Cooperative overtaking control using RL and MPC (updated on 9/5/2022)

Publication

2021

  • Liu, Wenjun; Chen, Guang; Knoll, Alois: Matrix Inequalities Based Robust Model Predictive Control for Vehicle Considering Model Uncertainties, External Disturbances, and Time-Varying Delay. Frontiers in Neurorobotics 14, 2021, 110 mehr…
  • Liu, Wenjun; Liu, Chang; Chen, Guang; Knoll, Alois: Gaussian Process Based Model Predictive Control for Overtaking in Autonomous Driving. Frontiers in Neurorobotics 15, 2021, 109 mehr…