void GameRef_GameCycleEvent(MazeCycleOutcome mazeCycle, Traveler traveler)
{
// A Cycle Ended, Mark the Score, then make your next move
// determine score
double score = WRONG_SCORE;
if (mazeCycle.GameOver)
{
score = CORRECT_SCORE * 2;
}
else if (!mazeCycle.BumpedIntoWall)
{
score = CORRECT_SCORE;
}
rnn_net.ScoreCycle(currentCycleID, score);
// start next AI's move
var inputs = new List <rnn_io_with_value>()
{
new rnn_io_with_value(rnn_net.Inputs.First(a => a.Name == "X"), traveler.location.X.ToString()),
new rnn_io_with_value(rnn_net.Inputs.First(a => a.Name == "Y"), traveler.location.Y.ToString()),
new rnn_io_with_value(rnn_net.Inputs.First(a => a.Name == "BumpedIntoWall"), mazeCycle.BumpedIntoWall.ToString())
};
rnn_cycle cycle = new rnn_cycle();
cycle.RunCycle(rnn_net, currentSessionID, inputs, learn);
}
void GameRef_GameStartEvent(Traveler traveler)
{
//Start AI Training Cycle
currentSessionID = rnn_net.SessionStart();
//Make your first move
var initial_inputs = new List <rnn_io_with_value>()
{
new rnn_io_with_value(rnn_net.Inputs.First(a => a.Name == "X"), traveler.location.X.ToString()),
new rnn_io_with_value(rnn_net.Inputs.First(a => a.Name == "Y"), traveler.location.Y.ToString()),
new rnn_io_with_value(rnn_net.Inputs.First(a => a.Name == "BumpedIntoWall"), false.ToString())
};
rnn_cycle cycle = new rnn_cycle();
cycle.RunCycle(rnn_net, currentSessionID, initial_inputs, learn);
}
