What's our opponent strategies?

We should study of the state-of-the-art thoroughly.

* Look at what has been done in the Halite challenge regarding machine learning ?
* What were the winning solutions last year ? Even though there are deterministic, we can gain insight about modeling the problem.

* Take inspiration from the GO method ? Inverse reinforcement learning ?