Hardware Neural Control of CartPole and F1TENTH Race Car

Marcin Paluch, Florian Bolli, Xiang Deng +3

Nonlinear model predictive control (NMPC) has proven to be an effective control method, but it is expensive to compute. This work demonstrates the use of hardware FPGA neural netwo…