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suragnair avatar suragnair commented on May 13, 2024 2

Yep, the exploration is purely via temperature in the code. Should be fairly easy to incorporate Dirichlet noise. It was a little unclear whether they use the noise in the evaluation stage.

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evg-tyurin avatar evg-tyurin commented on May 13, 2024 2

@pathway there is sample implementation of Dirichlet noise in the following repo.

https://github.com/evg-tyurin/alpha-nagibator/blob/48b2ebd3ca272f388c13277297edbb60d98eb64b/MCTS.py#L191

The noise is used in self-play only.

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pathway avatar pathway commented on May 13, 2024

Btw how do you achieve exploration currently, is it purely via temperature?
Different exploration strategies are quite interesting.

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