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To benchmark A0 further, you can take whatever NN you're training and instead train it against the 'ground truth' of Velena's moves when going first (the NN pre
by gwern 9y ago
To benchmark A0 further, you can take whatever NN you're training and instead train it against the 'ground truth' of Velena's moves when going first (the NN predicts for each possible move if Velena would take it or not, 0/1 labels). Then one can know how close does the A0 NN trained via expert iteration approaches the Velena-supervised NN and how much compute is spent on the need to train from scratch?