A vehicle with the FPGA2I shield (AI) can recognize recognize obstacles, gain experience, and perform reinforcement learning on the fly for an optimal route.

For reinforcement learning, a neural network (mlp) for learning the relationship between environment and action is currently being implemented on the FPGA2I shield.