public void AllAgentsKilledCallback(List <AgentObject> agents, List <Species> species, int generation)
{
//Destry all player
foreach (GameObject gameObject in GameObject.FindGameObjectsWithTag("Player"))
{
Destroy(gameObject);
}
GenerationEvaluator eval = new GenerationEvaluator(agents, species, generation);
AgentObject bestAgent = eval.BestAgent;
Debug.Log("All agents dead. Best fitness: " + bestAgent.GetFitness() + ", Average: " + eval.AverageFitness);
//GUI Values
_bestFitnessLastGeneration = bestAgent.GetFitness();
_averageFitnessLastGeneration = eval.AverageFitness;
if (_bestTotalFitness < _bestFitnessLastGeneration)
{
_bestTotalFitness = _bestFitnessLastGeneration;
}
if (_bestAverageFitness < _averageFitnessLastGeneration)
{
_bestAverageFitness = _averageFitnessLastGeneration;
}
//Start next generation if the evaluation is running
if (_evaluationRunning)
{
_manager.GenerateNextGeneration();
}
}
public void AllAgentsKilledCallback(List <AgentObject> agents, List <Species> species, int generation)
{
//Destry all player
foreach (GameObject gameObject in GameObject.FindGameObjectsWithTag("Player"))
{
Destroy(gameObject);
}
GenerationEvaluator eval = new GenerationEvaluator(agents, species, generation);
AgentObject bestAgent = eval.BestAgent;
Debug.Log("All agents dead. Best fitness: " + bestAgent.GetFitness() + ", Average: " + eval.AverageFitness);
//Fill the screen
FillXorScreen(bestAgent.Genome, _screen, _screenObjPrefab);
SetDisplay(bestAgent.Genome);
if (CanAgentSolveXOR(bestAgent) || eval.Generation > 500)
{
foreach (NodeGene node in bestAgent.Genome.Nodes.Values)
{
Debug.Log("Node: " + node.ID + ", Type: " + node.Type);
}
foreach (ConnectionGene connection in bestAgent.Genome.Connections.Values)
{
if (connection.Expressed)
{
Debug.Log("Connection: In: " + connection.InNode + " Out: " + connection.OutNode + ", Weight: " + connection.Weight + ", InnovationNumber: " + connection.InnovationNumber);
}
}
result.Add(eval.Generation);
if (result.Count < amountRuns)
{
_manager.CreateInitialPopulation(startingGenome, new GeneCounter(6), new GeneCounter(9), 400);
}
else
{
Debug.Log("FINIIIISHED");
}
}
else
{
_manager.GenerateNextGeneration();
}
}