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Embedded Learning-based Model Predictive Control for Mobile Robots using Gaussian Process Regression
Publikováno v:
ACC
This paper proposes a learning-based Model Predictive Control (MPC) strategy for mobile robots. The strategy relies on Gaussian Process Regression (GPR) to improve the robot's model based on measurement data, therefore avoiding the need for an accura