Machine Learning, Control Theory, Scipy, Physics, Simulation.
sufficiently accurate physical simulation of your environment, which you could use to train the baseline of your agent and later, after you reached a certain threshold with its performance, deploy the agent into real environment to transfer and adjust its knowledge. Physical models often simplify