public A3C(Optimizer p_optimizer, NeuralNetwork p_network, float p_gamma, int p_asynchUpdate) : base(p_optimizer, p_network, p_gamma)
{
_thNetwork = IOUtils.LoadNetwork(IOUtils.SaveNetwork(p_network));
_thOptimizer = new ADAM(_thNetwork);
_asyncUnit = new AsyncUnit();
_asyncUnit.Init(p_asynchUpdate);
_thOptimizer.InitAsynchMode(true);
_stack = new Stack();
}
public AsyncQLearning(Optimizer p_optimizer, NeuralNetwork p_networkQ, NeuralNetwork p_networkQt, float p_gamma, int p_asynchUpdate)
{
_optimizer = p_optimizer;
_networkQ = p_networkQ;
_networkQt = p_networkQt;
_gamma = p_gamma;
_asyncUnit = new AsyncUnit();
_asyncUnit.Init(p_asynchUpdate);
_optimizer.InitAsynchMode(true);
}
