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AdamStelmaszczyk / gtsa / 472 / 1
88%
master: 88%

Build:
DEFAULT BRANCH: master
Ran 26 Jun 2019 06:11PM UTC
Files 10
Run time 1s
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26 Jun 2019 06:01PM UTC coverage: 88.99%. Remained the same
472.1

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AdamStelmaszczyk
Virtual visits, close #18

It improved MCTS, benchmark:

IsolaState state = IsolaState("___2___"
                              "_______"
                              "_______"
                              "_______"
                              "_______"
                              "_______"
                              "___1___");

vector<shared_ptr<Algorithm<IsolaState, IsolaMove>>> algorithms = {
    shared_ptr<Algorithm<IsolaState, IsolaMove>>(new MonteCarloTreeSearch<IsolaState, IsolaMove>(0.1, 0)),
    shared_ptr<Algorithm<IsolaState, IsolaMove>>(new MonteCarloTreeSearch<IsolaState, IsolaMove>(0.1, 5)),
};

Tester<IsolaState, IsolaMove> tester(&state, algorithms);
tester.start();

First MCTS had 0 virtual visits, second one had 5. Both had 0.1s per move. Result:

Game 334
2 MCTS won
Unique games: 317
Draws: 0
1 MCTS wins: 135 ratio: 0.425868 confidence bounds: 0.354338, 0.499672
2 MCTS wins: 182 ratio: 0.574132 confidence bounds: 0.500328, 0.645662

Total time: 857.08s

784 of 881 relevant lines covered (88.99%)

481210.02 hits per line

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