Controller training code for the Neural symbolic project. Here are all the versions for the packages in these codes: python 3.9; gym 0.26.2; numpy 1.20.3; pytorch 2.1.2+cu121; Pillow 8.3.2 We try to train a robust controller with DDPG and MPC.