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AlphaGo's 1st incarnation included an input scalar that the Net was taught represented the level of Human Play to Emulate (handily included in the dataset). Th
by deepnet 11y ago
AlphaGo's 1st incarnation included an input scalar that the Net was taught represented the level of Human Play to Emulate (handily included in the dataset).
Thus AlphaGo plays as a human (before MCTS), it's choices model a challenging oppenent.
If the dataset included the name of the player in the Dataset then AlphaGo could play in the style of that player.
This offers a human experience, and for teaching one can show what different experts at differing levels would choose.
- taneq 11y agoThis (along with the Neural Algorithm for Artistic Style paper) opens some interesting questions about simulating specific humans and the relationship of such simulations to mind uploading. Obviously it's a huge distance away from a proper upload, but with enough input data maybe this could form the basis of Alastair Reynolds' "beta simulations".