Learning-Based MPC for Fuel Efficient Control of Autonomous Vehicles with Discrete Gear Selection

Samuel Mallick, Gianpietro Battocletti, Qizhang Dong +2

Co-optimization of both vehicle speed and gear position via model predictive control (MPC) has been shown to offer benefits for fuel-efficient autonomous driving. However, optimizi…