Naive MPC uses the real model for simulation.

Learning MPC uses a learned system dynamics with neural network for simulation.

pip install numpy matplotlib gym 
pip install mxnet  (or mxnet-cu90 which corresponds your cuda version)

Examples:

Naive MPC with different rollouts and horizon: