The best performance obtained [by TD-Gammon] in the raw-encoding … [multilayer perception] network with 40 hidden units that was trained for a … Neurogammon. … [p. 61 (previous)] In subsequent experiments, a set of handcrafted … performance.
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Quote: with just raw-encoding, TD-Gammon was a strong intermediate after 200,000 training games