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[tools] MCTS for data generation. #3565

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Sopel97 opened this issue Jun 18, 2021 · 0 comments

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feature/functionality

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Sopel97 commented Jun 18, 2021

Since the PR was merged somewhat prematurely I'll list some ideas here.

TODO:

make sure it gives reasonable evals
improve priors
TT handling
Integrate with generate_training_data (I don't think we need a completely new command, would result in a lot of duplicated code)

Ideas:

depth 2 for prior, depth 5-6 for playout
- alternatively try to do just one search on expansion and gather enough data from it to fill both priors and the playout (suggested by Naphthalin)

Disservin added the feature/functionality label

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