I liked the paper. I think they could have provided a better explanation of the high-level intuition and motivation of the minmax search strategy. I would also be curious to see how they went about developing the heuristic players, and whether or not simply a brute-force search would work better. However, I do think that research in applying RL strategies for game playing in general is productive and a good thing.