AlexandreS AlexandreSi
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| options( | |
| warnPartialMatchArgs = TRUE, | |
| warnPartialMatchAttr = TRUE, | |
| warnPartialMatchDollar = TRUE, | |
| ) |
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| // type of neural network to train | |
| const NETWORK_TYPE = 'CNN'; | |
| // number of games to play | |
| const LEARN_TIMES = 10000; | |
| // learningRate is progressively decreased with the number of games until | |
| // the final value LR_INIT/LR_FINAL_FRACTION | |
| const LR_INIT = 0.0001; | |
| const LR_FINAL_FRACTION = 10; | |
| // epsilon is the ratio between exploration and exploitation | |
| // it can evolve along the games played |
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| // @flow | |
| const NeuralNetwork = require('./NeuralNetwork'); | |
| exports.trainOnPreviousPlays = ( | |
| networkType: string, | |
| myNetwork: any, | |
| myTrainer: any, | |
| boards: Array<any>, | |
| plays: Array<number>, | |
| learningRate: number, |