static void playMatchesBetweenVersions(int player1version, int player2version, int EPISODES, int turns_until_tau0, int goes_first = 0)
{
Residual_CNN player1_NN, player2_NN;
if (player1version == -1)
{
player1 = new User("player1", Game.StateSize, Game.ActionSize);
}
else
{
player1_NN = new Residual_CNN(Config.REG_CONST, Config.LEARNING_RATE, Game.InputShape, Game.ActionSize);
player1 = new Agent("player1", Game.StateSize, Game.ActionSize, Config.MCTS_SIMS, Config.CPUCT, player1_NN);
if (player1version > 0)
{
player1_NN.ReadModel(player1version);
}
}
if (player2version == -1)
{
player2 = new User("player2", Game.StateSize, Game.ActionSize);
}
else
{
player2_NN = new Residual_CNN(Config.REG_CONST, Config.LEARNING_RATE, Game.InputShape, Game.ActionSize);
player2 = new Agent("player2", Game.StateSize, Game.ActionSize, Config.MCTS_SIMS, Config.CPUCT, player2_NN);
if (player2version > 0)
{
player2_NN.ReadModel(player2version);
}
}
playMatches(player1, player2, EPISODES, turns_until_tau0, goes_first);
}
public Agent(String name, int state_size, int action_size, int mcts_simulations, int cpuct, Residual_CNN model)
: base(name, state_size, action_size)
{
this.name = name;
this.state_size = state_size;
this.action_size = action_size;
this.cpuct = cpuct;
this.MCTSsimulations = mcts_simulations;
this.model = model;
this.mcts = null;
}