static void SerializeDriveComponent()
{
World.LoggingLevel = TraceLevel.Warning;
Agent John = World.NewAgent("John");
BPNetwork net;
FoodDrive foodDr = AgentInitializer.InitializeDrive(John, FoodDrive.Factory, .5);;
if (load && File.Exists(componentLoadFile))
{
Console.WriteLine("Deserializing the drive component");
SerializationPlugin.DeserializeDriveComponent(foodDr, componentLoadFile, out net);
}
else
{
Console.WriteLine("Initializing the drive component");
net = AgentInitializer.InitializeDriveComponent(foodDr, BPNetwork.Factory);
net.Input.AddRange(Drive.GenerateTypicalInputs(foodDr));
net.Parameters.LEARNING_RATE = .2;
net.Parameters.MOMENTUM = .05;
foodDr.Commit(net);
}
John.Commit(foodDr);
DoTraining(net, foodDr);
Console.WriteLine("Serializing the drive component");
SerializationPlugin.Serialize(net, componentLoadFile);
John.Die();
}
static void SerializeAgent()
{
World.LoggingLevel = TraceLevel.Warning;
Agent John;
BPNetwork net;
FoodDrive foodDr;
if (load && File.Exists(agentLoadFile))
{
Console.WriteLine("Deserializing John");
SerializationPlugin.DeserializeWorldObject(agentLoadFile, out John);
foodDr = (FoodDrive)John.GetInternals(Agent.InternalContainers.DRIVES).First();
net = (BPNetwork)foodDr.DriveComponent;
}
else
{
Console.WriteLine("Initializing John");
John = World.NewAgent("John");
foodDr = AgentInitializer.InitializeDrive(John, FoodDrive.Factory, .5);
net = AgentInitializer.InitializeDriveComponent(foodDr, BPNetwork.Factory);
net.Input.AddRange(Drive.GenerateTypicalInputs(foodDr));
net.Parameters.LEARNING_RATE = .2;
net.Parameters.MOMENTUM = .05;
foodDr.Commit(net);
John.Commit(foodDr);
}
DoTraining(net, foodDr);
Console.WriteLine("Serializing John");
SerializationPlugin.Serialize(John, agentLoadFile);
John.Die();
}