About of Learning Based Mpc Controller For Autonomous Vehicles
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History
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Berkeley MPC Lab's Iterative Learning Model Predictive Control (LMPC)
MPC control and particle filter-based planning demonstration using mini-cars
Vehicle Path Tracking Using Model Predictive Control
MPC for Motion Control of Autonomous Vehicles
Model Predictive Control
ENGLAB | Model Predictive Controller (MPC) for Autonomous Off-road Vehicles
Model Predictive Control for Self Driving Vehicles.
Autonomous Driving using Model predictive contouring control (MPCC)
Model Predictive Control for autonomous cars (a nonlinear system) - link to the course below
Learning Model Predictive Control with Error Dynamics Regression for Autonomous Racing
Obstacle Avoidance using Learning Model Predictive Control
Deep Dive
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Last Updated: August 16, 2026
Summary
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