Mpcc Race Simulation

Simulation

This video shows the data-driven improvement of an autonomous

Model predictive contouring control (

Quadrotor flight is an extremely challenging problem due to the limited control authority encountered at the limit of handling.

This video shows the obstacle avoidance of the model predictive contouring control for 1:43 scale dnano RC cars. Compared to ...

This video shows a model predictive contouring control approach to autonomous

This lecture provides an overview of model predictive control (MPC), which is one of the most powerful and general control ...

For details see this blog post: ...

Gr4 Michelin Pilot Cup Challenge,

Cyan dots: sampled safe set Green dots: data used to do system identification (local least mean square) Black prediction: ...

This video shows the newly implemented Nonlinear MPC for autonomous

This video shows a model predictive contouring control approach to autonomous backwards driving of 1:43 scale dnano RC cars.

Autonomous

... the popular F1/10 platform and has been tested through the open-source Gazebo-based F1/10 Autonomous

In this project, I implement a Model Predictive Controller that uses: - a kinematic bicycle model to propagate the vehicle state from ...

Credit to Shuqi Xu, Ugo Rosolia and Jon Gonzales @ Berkeley MPC Lab Learning Model Predictive Control is reference free and ...

MPC

Ugo Rosolia is a postdoctoral scholar at Caltech working with Prof. Aaron Ames and Prof. Yisong Yue. He obtained his PhD from ...

We tackle the problem of flying time-optimal trajectories through multiple waypoints with quadrotors. State-of-the-art solutions split ...