On Architectures for Combining Reinforcement Learning and Model Predictive Control with Runtime Improvements

Xiaolong Jia, Nikhil Bajaj

Model Predictive Control (MPC) faces computational demands and performance degradation from model inaccuracies. We propose two architectures combining Neural Network-approximated M…