public AgentNetwork(FileInfo fileInfo)
{
fileInfo.Refresh();
if (fileInfo.Exists == false)
{
throw new ArgumentException();
}
using (FileStream stream = fileInfo.OpenRead())
{
var layers = NetworkSerializer.LoadLayers(new BinaryReader(stream));
var viewRadius = AgentNetworkInputCoder.EncodedSizeToViewRadius(layers.First().Neurons.First().Weights.Length - 1);
InputCoder = new AgentNetworkInputCoder(viewRadius);
if (layers.Last().Neurons.Length != 1)
{
throw new ArgumentException("Invalid neural network shape.");
}
if (layers.First().Neurons.First().Weights.Length - 1 != InputCoder.EncodedSize)
{
throw new ArgumentException("Invalid neural network shape.");
}
Network = new Network(layers);
}
}