Well my point is more in the direction to get a good live-and-death solver, maybe completely independent of the game as a whole. Just train a DNN on some life-and-death collections with solutions, where all of the usual tricks are applied. I think this has the potential to get similar if not better results than an engine that is based on theories.

Or has this been already tried?
- Michael.

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