//-------------------------------------------------------------------------
//public static byte[] Compress(byte[] inputBytes)
//{
// MemoryStream ms = new MemoryStream();
// GZipOutputStream gzip = new GZipOutputStream(ms);
// gzip.Write(inputBytes, 0, inputBytes.Length);
// gzip.Close();
// return ms.ToArray();
//}
//-------------------------------------------------------------------------
///// <summary>
///// 解压缩字节数组
///// </summary>
///// <param name="str"></param>
//public static byte[] Decompress(byte[] inputBytes)
//{
// GZipInputStream gzi = new GZipInputStream(new MemoryStream(inputBytes));
// MemoryStream re = new MemoryStream();
// int count = 0;
// byte[] data = new byte[4096];
// while ((count = gzi.Read(data, 0, data.Length)) != 0)
// {
// re.Write(data, 0, count);
// }
// return re.ToArray();
//}
//-------------------------------------------------------------------------
void Start()
{
//UI
//UIEventListener.Get(BtnStart.gameObject).onClick = OnClickStart;
//UIEventListener.Get(BtnStop.gameObject).onClick = OnClickStop;
if (LoadWeights)
{
try
{
LoadGenFromFile();
}
catch (System.Exception E)
{
Debug.Log("Load Gen Failed " + E.Message);
LoadWeights = false;
}
}
if (!LoadWeights)
{
UGenAlg.ConfigData Config = new UGenAlg.ConfigData();
Config.PopSize = 3000;
Config.NumWeights = new UControllerBotAI().Net.GetWeightCount();
Gen = new UGenAlg();
Gen.Init(Config);
}
// 更新适应性分数代理
Gen.onUpdateFitnessScores = UpdateFitnessScores;
BoardList = new List <UChessBoard>();
ChessBoardPrefab.learn = true;
ChessBoardPrefab.gameObject.SetActive(showFirstChessboard);
ChessBoardPrefab.InitStart();
BoardList.Add(ChessBoardPrefab);
// 创建其他棋盘
for (int i = 1; i < Gen.Config.PopSize / 2; i++)
{
UChessBoard board = UnityEngine.Object.Instantiate <GameObject>(ChessBoardPrefab.gameObject).GetComponent <UChessBoard>();
board.learn = true;
//board.show = false;
board.gameObject.SetActive(false);
board.InitStart();
BoardList.Add(board);
}
//将加载的适应性分数保存
if (LoadWeights)
{
PutFitnessScores();
}
}
void StartLearn()
{
if (LoadWeights)
{
try
{
LoadGenFromFile();
}
catch (Exception E)
{
Debug.Log("Load Gen Failed " + E.Message);
LoadWeights = false;
}
}
if (!LoadWeights)
{
UGenAlg.ConfigData Config = new UGenAlg.ConfigData();
Config.PopSize = NetSize;
Config.NumWeights = new UBotAIController().Net.GetWeightCount();
Gen = new UGenAlg();
Gen.Init(Config);
}
//更新适应性分数代理
Gen.onUpdateFitnessScores = UpdateFitnessScores;
MapList = new List <Map>();
//创建其他棋盘
for (int i = 0; i < Gen.Config.PopSize / 2; i++)
{
Map map = new Map();
map.whitePlayer = new Gamer();
map.whitePlayer.map = map;
map.whitePlayer.camp = Camp.White;
map.blackPlayer = new Gamer();
map.blackPlayer.map = map;
map.blackPlayer.camp = Camp.Black;
map.whitePlayer.controller = new UBotAIController();
map.blackPlayer.controller = new UBotAIController();
MapList.Add(map);
if (i == 0 && showFisrtGame)
{
board.InitMap(map);
}
}
//将加载的适应性分数保存
if (LoadWeights)
{
PutFitnessScores();
}
_learn_timer = 0;
_stepCount = 0;
_started = true;
_inited = true;
_learn = true;
}