| CPC G05D 1/0221 (2013.01) [G05D 1/0223 (2013.01); G06N 3/04 (2013.01)] | 20 Claims |

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1. A control system for a vehicle, the control system comprising:
a first controller configured to generate, by solving a first optimization problem, an optimal trajectory of the vehicle along a path;
a second controller configured to, based on the optimal trajectory generated by the first controller, generate motoring and braking commands to a motoring and braking system of the vehicle for controlling the vehicle to travel along the path; and
an auto-tuner comprising a processor configured to solve a real-time second optimization problem to determine at least one parameter of the first controller.
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