>I wouldn't find it so surprising if eventually the 20 or 40 block networks 
>develop a set of convolutional channels that traces possible ladders 
>diagonally across the board.

 

Learning the deep tactics is more-or-less guaranteed because of the interaction 
between search and evaluation through the training process.

 

Let’s look at the base case for tactical expertise: the evaluation function has 
learned that capturing stones is good.

 

In that state, a very short ladder can be seen through by tactics (800 nodes of 
search). This results in a corrective force that adjusts the evaluation 
function.

 

Once the evaluation function knows that very short ladders are favorable, then 
the search can see through deeper ladders.

 

This continues as the ladders become longer and longer.

 

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