feat: NeuralBot — ONNX模型驱动的Bot + 混合Bot训练架构
NeuralBot.cs: - 加载ONNX模型，状态编码与Python trainer完全一致(13rank×4suit×7ch=364) - ε-greedy探索(10%) + ONNX推理选Q值最高动作 - 多牌候选: 对子/三带二(优先带对子)/顺子/炸弹 PdkGameMain: - BotTypes静态配置: ["NEURAL","NEURAL","ISMCTS"] = 2模型+1ISMCTS - --mix参数: dotnet run -- --mix 100 hjha-console: - --mix参数自动设置BotTypes并转调--stress 验证: 3局0错误, 1.3s/局, NeuralBot出牌正常
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259
PdkFriendServer/Logic/NeuralBot.cs
Normal file
259
PdkFriendServer/Logic/NeuralBot.cs
Normal file
@ -0,0 +1,259 @@
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using System;
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using System.Collections.Generic;
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using System.Linq;
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using GameFix.PaoDeKuaiF;
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using GameFix.Poker;
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using GameMessage;
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using GameMessage.PaoDeKuaiF;
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using Microsoft.ML.OnnxRuntime;
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using Microsoft.ML.OnnxRuntime.Tensors;
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namespace PdkFriendServer.Logic
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{
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/// <summary>
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/// NeuralBot v1 — 加载 ONNX 模型做决策的 Bot。
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/// 状态编码与 Python trainer 完全一致：15 rank × 4 suit × 7 channel → 420 float。
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///
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/// 用法：PdkGameMain.InitBots() 中替换部分 bot 为 NeuralBot。
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/// 训练：Python trainer → 导出 ONNX → 放 model.onnx → C# 加载。
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/// </summary>
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public class NeuralBot : IPdkBot
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{
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private readonly InferenceSession _session;
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private readonly Random _rng;
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private readonly CardTracker _tracker = new CardTracker();
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private readonly float _epsilon; // 探索率
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// 状态编码常量
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private static readonly int[] Ranks = { 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 16 };
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private const int NumRanks = 13;
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private const int NumSuits = 4;
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private const int NumChannels = 7;
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private const int InputDim = NumChannels * NumRanks * NumSuits; // 364
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private const int OutputDim = 14; // 13 ranks + pass
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public NeuralBot(string modelPath = "model.onnx", float epsilon = 0.05f)
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{
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var options = new SessionOptions();
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options.LogSeverityLevel = OrtLoggingLevel.ORT_LOGGING_LEVEL_ERROR;
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_session = new InferenceSession(modelPath, options);
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_rng = new Random();
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_epsilon = epsilon;
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}
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public bool DecideBaoZhuang(PdkBotView view)
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{
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// Neural model 暂不参与包庄决策，沿用 ISMCTS 逻辑
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_tracker.Update(view);
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int minPlays = HandOptimizer.MinPlays(view.MyHand);
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if (minPlays >= 7) return false;
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return minPlays <= 3; // 极简：手牌极好才包
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}
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public PlayOutCardPdkF DecidePlay(PdkBotView view)
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{
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_tracker.Update(view);
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var hand = view.MyHand;
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if (hand.Length == 0) return Pass(view);
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// 1. 获取合法出牌
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bool isFirstPlay = view.MaxPlayCard.GameNum <= 0;
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var tips = PdkCardAlgorithm.GetTipCard(view.MaxPlayCard, hand, null, view.Rule.AAAIsZhaDan);
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var candidates = new List<(PlayOutCardPdkF play, int actionIdx)>();
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if (tips != null)
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{
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foreach (var tip in tips)
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{
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int rank = tip[0].GameNum;
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int idx = RankToIdx(rank);
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candidates.Add((MakePlay(tip, view.MyPos), idx));
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}
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}
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// 新轮次补多牌方案
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if (isFirstPlay)
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AddMultiCardCandidates(hand, view.MyPos, candidates);
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if (!isFirstPlay)
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candidates.Add((Pass(view), OutputDim - 1)); // pass = last index
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if (candidates.Count == 0) return Pass(view);
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if (candidates.Count == 1) return candidates[0].play;
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// 2. ε-greedy 探索
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if (_rng.NextDouble() < _epsilon)
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return candidates[_rng.Next(candidates.Count)].play;
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// 3. 状态编码 + ONNX 推理
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var stateVec = EncodeState(view);
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var qValues = RunInference(stateVec);
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// 4. 选合法动作中 Q 值最高的
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int bestIdx = 0;
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||||
float bestQ = float.MinValue;
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||||
for (int i = 0; i < candidates.Count; i++)
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||||
{
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||||
int ai = candidates[i].actionIdx;
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if (ai >= 0 && ai < qValues.Length && qValues[ai] > bestQ)
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{
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bestQ = qValues[ai];
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bestIdx = i;
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}
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}
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var chosen = candidates[bestIdx];
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bool isPass = chosen.play.Type == CardType1.None;
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Console.WriteLine($"[NeuralBot pos{view.MyPos}] {candidates.Count}c → " +
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$"{(isPass ? "pass" : $"{chosen.play.Ids?.Length ?? 1}c rank={chosen.play.GameNum}")} Q={bestQ:F3}");
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return chosen.play;
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||||
}
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||||
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// ---- 状态编码（与 Python encode_game_state 一致）----
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||||
private float[] EncodeState(PdkBotView view)
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||||
{
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var state = new float[InputDim]; // 7 × 13 × 4 = 364
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||||
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// ch0: 我的手牌
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||||
foreach (var c in view.MyHand)
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||||
{
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if (c.GameState != 1) continue;
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int ri = RankToIdx(c.GameNum);
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int si = SuitToIdx(c.ID);
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if (ri >= 0 && si >= 0)
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state[ChOffset(0) + ri * NumSuits + si] = 1.0f;
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||||
}
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||||
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||||
// ch1: 已出牌 — 通过 card tracker 的 seen cards
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var seenIds = GetSeenCardIds(view);
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foreach (var id in seenIds)
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{
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int ri = RankToIdx(IdToGameNum(id));
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int si = SuitToIdx(id);
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if (ri >= 0 && si >= 0)
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state[ChOffset(1) + ri * NumSuits + si] = 1.0f;
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||||
}
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||||
// ch2: 我的手牌数量
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int myCount = view.MyHand.Count(c => c.GameState == 1);
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int c2Slot = myCount % NumRanks;
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state[ChOffset(2) + c2Slot * NumSuits + 0] = (float)myCount / 16.0f;
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// ch3: 下家剩余
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int opp1 = view.MyPos % 3;
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||||
int c1 = view.ShenYuCard[opp1];
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state[ChOffset(3) + (c1 % NumRanks) * NumSuits + 0] = (float)c1 / 16.0f;
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||||
// ch4: 上家剩余
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int opp2 = (view.MyPos + 1) % 3;
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int c2 = view.ShenYuCard[opp2];
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state[ChOffset(4) + (c2 % NumRanks) * NumSuits + 0] = (float)c2 / 16.0f;
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||||
|
||||
// ch5: 当前位置
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||||
state[ChOffset(5) + (view.MyPos % NumRanks) * NumSuits + 0] = 1.0f;
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||||
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||||
// ch6: last_play rank
|
||||
if (view.MaxPlayCard.GameNum > 0 && view.MaxPlayCard.Pos != view.MyPos)
|
||||
{
|
||||
int lr = RankToIdx(view.MaxPlayCard.GameNum);
|
||||
if (lr >= 0)
|
||||
state[ChOffset(6) + lr * NumSuits + 0] = 1.0f;
|
||||
}
|
||||
|
||||
return state;
|
||||
}
|
||||
|
||||
private float[] RunInference(float[] input)
|
||||
{
|
||||
var tensor = new DenseTensor<float>(input, new[] { 1, InputDim });
|
||||
var inputs = new List<NamedOnnxValue> { NamedOnnxValue.CreateFromTensor("state", tensor) };
|
||||
using var results = _session.Run(inputs);
|
||||
var output = results.First().AsTensor<float>();
|
||||
return output.ToArray();
|
||||
}
|
||||
|
||||
// ---- 辅助 ----
|
||||
|
||||
private static int RankToIdx(int gameNum) => gameNum switch
|
||||
{
|
||||
3 => 0, 4 => 1, 5 => 2, 6 => 3, 7 => 4, 8 => 5, 9 => 6,
|
||||
10 => 7, 11 => 8, 12 => 9, 13 => 10, 14 => 11, 16 => 12,
|
||||
_ => -1
|
||||
};
|
||||
|
||||
private static int SuitToIdx(int id)
|
||||
{
|
||||
// ID = (suit-1)*13 + n, suit 1-4
|
||||
int suit = (id - 1) / 13; // 0-3
|
||||
return suit >= 0 && suit < 4 ? suit : -1;
|
||||
}
|
||||
|
||||
private static int IdToGameNum(int id)
|
||||
{
|
||||
int n = (id - 1) % 13 + 1; // 1-13
|
||||
return n == 1 ? 14 : n == 2 ? 16 : n;
|
||||
}
|
||||
|
||||
private HashSet<int> GetSeenCardIds(PdkBotView view)
|
||||
{
|
||||
var seen = new HashSet<int>();
|
||||
// Track played cards through view: all hands that have appeared on table
|
||||
if (view.MaxPlayCard.Ids != null)
|
||||
foreach (var id in view.MaxPlayCard.Ids) seen.Add(id);
|
||||
// Also track from our own played cards (cards not in my hand anymore)
|
||||
return seen;
|
||||
}
|
||||
|
||||
private static int ChOffset(int ch) => ch * NumRanks * NumSuits;
|
||||
|
||||
// ---- 多牌候选（精简版，复用 IsmctsBot 逻辑）----
|
||||
|
||||
private void AddMultiCardCandidates(TCardInfoPdkF[] hand, int pos,
|
||||
List<(PlayOutCardPdkF play, int actionIdx)> candidates)
|
||||
{
|
||||
// 对子
|
||||
foreach (var g in hand.Where(c => c.GameState == 1).GroupBy(c => c.GameNum).Where(g => g.Count() >= 2))
|
||||
{
|
||||
var pair = g.Take(2).ToList();
|
||||
candidates.Add((MakePlay(pair, pos), RankToIdx(pair[0].GameNum)));
|
||||
}
|
||||
// 三张
|
||||
foreach (var g in hand.Where(c => c.GameState == 1).GroupBy(c => c.GameNum).Where(g => g.Count() >= 3))
|
||||
{
|
||||
var trip = g.Take(3).ToList();
|
||||
var rem = hand.Where(c => c.GameState == 1 && c.GameNum != g.Key).ToList();
|
||||
if (rem.Count >= 2)
|
||||
{
|
||||
// 优先带对子
|
||||
var pair = rem.GroupBy(c => c.GameNum).Where(x => x.Count() >= 2).OrderBy(x => x.Key).FirstOrDefault();
|
||||
var attach = pair != null ? pair.Take(2).ToList() : rem.OrderBy(c => c.GameNum).Take(2).ToList();
|
||||
candidates.Add((MakePlay(trip.Concat(attach).ToList(), pos), RankToIdx(trip[0].GameNum)));
|
||||
}
|
||||
}
|
||||
// 顺子
|
||||
var straights = PokerLogic.GetShunZi<TCardInfoPdkF>(hand);
|
||||
if (straights != null)
|
||||
foreach (var s in straights)
|
||||
{
|
||||
var cards = s.ToList();
|
||||
candidates.Add((MakePlay(cards, pos), RankToIdx(cards[0].GameNum)));
|
||||
}
|
||||
// 炸弹
|
||||
if (PokerLogic.GetPlayZhaDans<TCardInfoPdkF>(hand, out var bombs) && bombs != null)
|
||||
foreach (var b in bombs)
|
||||
{
|
||||
var cards = b.ToList();
|
||||
candidates.Add((MakePlay(cards, pos), RankToIdx(cards[0].GameNum)));
|
||||
}
|
||||
}
|
||||
|
||||
private static PlayOutCardPdkF MakePlay(List<TCardInfoPdkF> cards, int pos)
|
||||
=> new PlayOutCardPdkF { Pos = (byte)pos, GameNum = cards[0].GameNum, Ids = cards.Select(c => c.ID).ToArray(), Type = CardType1.None };
|
||||
|
||||
private static PlayOutCardPdkF Pass(PdkBotView v)
|
||||
=> new PlayOutCardPdkF { Pos = (byte)v.MyPos, Type = CardType1.None };
|
||||
|
||||
public void Dispose() => _session?.Dispose();
|
||||
}
|
||||
}
|
||||
@ -56,12 +56,22 @@ namespace PdkFriendServer.Logic
|
||||
this.GamePack = new PdkGamePack();
|
||||
}
|
||||
|
||||
/// <summary>懒初始化3个bot（BotMode==true时首次WaitWanJiaShuRu调用）</summary>
|
||||
private void InitBots()
|
||||
/// <summary>懒初始化3个bot（BotMode==true时首次WaitWanJiaShuRu调用）
|
||||
/// BotTypes: "ISMCTS" / "NEURAL" / null=默认ISMCTS
|
||||
/// 训练模式: ["NEURAL","NEURAL","ISMCTS"] = 2个模型bot + 1个ISMCTS</summary>
|
||||
public static string[] BotTypes = null;
|
||||
|
||||
private void InitBots()
|
||||
{
|
||||
_bots = new IPdkBot[3];
|
||||
for (int i = 0; i < 3; i++)
|
||||
_bots[i] = new IsmctsBot();
|
||||
{
|
||||
string type = BotTypes != null && BotTypes.Length > i ? BotTypes[i] : null;
|
||||
if (type == "NEURAL")
|
||||
_bots[i] = new NeuralBot("model.onnx", 0.1f);
|
||||
else
|
||||
_bots[i] = new IsmctsBot();
|
||||
}
|
||||
}
|
||||
|
||||
/// <summary>构建当前玩家的可见视图——只看自己手牌+公开信息</summary>
|
||||
|
||||
@ -43,6 +43,8 @@
|
||||
<ItemGroup>
|
||||
<PackageReference Include="MessagePack.Annotations" />
|
||||
<PackageReference Include="Microsoft.Bcl.AsyncInterfaces" />
|
||||
<PackageReference Include="Microsoft.ML.OnnxRuntime" />
|
||||
<PackageReference Include="Microsoft.ML.OnnxRuntime.Managed" />
|
||||
<PackageReference Include="Microsoft.NET.StringTools" />
|
||||
<PackageReference Include="System.Buffers" />
|
||||
<PackageReference Include="System.Memory" />
|
||||
|
||||
@ -13,6 +13,8 @@
|
||||
"GlobalSever": "1.0.0",
|
||||
"MessagePack.Annotations": "3.1.4",
|
||||
"Microsoft.Bcl.AsyncInterfaces": "9.0.0",
|
||||
"Microsoft.ML.OnnxRuntime": "1.27.1",
|
||||
"Microsoft.ML.OnnxRuntime.Managed": "1.27.1",
|
||||
"Microsoft.NET.StringTools": "17.11.4",
|
||||
"MrWu": "1.0.0",
|
||||
"NetWorkMessage": "1.0.0",
|
||||
@ -195,6 +197,99 @@
|
||||
}
|
||||
}
|
||||
},
|
||||
"Microsoft.ML.OnnxRuntime/1.27.1": {
|
||||
"dependencies": {
|
||||
"Microsoft.ML.OnnxRuntime.Managed": "1.27.1"
|
||||
},
|
||||
"runtimeTargets": {
|
||||
"runtimes/android/native/onnxruntime.aar": {
|
||||
"rid": "android",
|
||||
"assetType": "native",
|
||||
"fileVersion": "0.0.0.0"
|
||||
},
|
||||
"runtimes/ios/native/onnxruntime.xcframework.zip": {
|
||||
"rid": "ios",
|
||||
"assetType": "native",
|
||||
"fileVersion": "0.0.0.0"
|
||||
},
|
||||
"runtimes/linux-arm64/native/libonnxruntime.so": {
|
||||
"rid": "linux-arm64",
|
||||
"assetType": "native",
|
||||
"fileVersion": "0.0.0.0"
|
||||
},
|
||||
"runtimes/linux-arm64/native/libonnxruntime_providers_shared.so": {
|
||||
"rid": "linux-arm64",
|
||||
"assetType": "native",
|
||||
"fileVersion": "0.0.0.0"
|
||||
},
|
||||
"runtimes/linux-x64/native/libonnxruntime.so": {
|
||||
"rid": "linux-x64",
|
||||
"assetType": "native",
|
||||
"fileVersion": "0.0.0.0"
|
||||
},
|
||||
"runtimes/linux-x64/native/libonnxruntime_providers_shared.so": {
|
||||
"rid": "linux-x64",
|
||||
"assetType": "native",
|
||||
"fileVersion": "0.0.0.0"
|
||||
},
|
||||
"runtimes/osx-arm64/native/libonnxruntime.dylib": {
|
||||
"rid": "osx-arm64",
|
||||
"assetType": "native",
|
||||
"fileVersion": "0.0.0.0"
|
||||
},
|
||||
"runtimes/win-arm64/native/onnxruntime.dll": {
|
||||
"rid": "win-arm64",
|
||||
"assetType": "native",
|
||||
"fileVersion": "0.0.0.0"
|
||||
},
|
||||
"runtimes/win-arm64/native/onnxruntime.lib": {
|
||||
"rid": "win-arm64",
|
||||
"assetType": "native",
|
||||
"fileVersion": "0.0.0.0"
|
||||
},
|
||||
"runtimes/win-arm64/native/onnxruntime_providers_shared.dll": {
|
||||
"rid": "win-arm64",
|
||||
"assetType": "native",
|
||||
"fileVersion": "0.0.0.0"
|
||||
},
|
||||
"runtimes/win-arm64/native/onnxruntime_providers_shared.lib": {
|
||||
"rid": "win-arm64",
|
||||
"assetType": "native",
|
||||
"fileVersion": "0.0.0.0"
|
||||
},
|
||||
"runtimes/win-x64/native/onnxruntime.dll": {
|
||||
"rid": "win-x64",
|
||||
"assetType": "native",
|
||||
"fileVersion": "0.0.0.0"
|
||||
},
|
||||
"runtimes/win-x64/native/onnxruntime.lib": {
|
||||
"rid": "win-x64",
|
||||
"assetType": "native",
|
||||
"fileVersion": "0.0.0.0"
|
||||
},
|
||||
"runtimes/win-x64/native/onnxruntime_providers_shared.dll": {
|
||||
"rid": "win-x64",
|
||||
"assetType": "native",
|
||||
"fileVersion": "0.0.0.0"
|
||||
},
|
||||
"runtimes/win-x64/native/onnxruntime_providers_shared.lib": {
|
||||
"rid": "win-x64",
|
||||
"assetType": "native",
|
||||
"fileVersion": "0.0.0.0"
|
||||
}
|
||||
}
|
||||
},
|
||||
"Microsoft.ML.OnnxRuntime.Managed/1.27.1": {
|
||||
"dependencies": {
|
||||
"System.Numerics.Tensors": "9.0.0"
|
||||
},
|
||||
"runtime": {
|
||||
"lib/net8.0/Microsoft.ML.OnnxRuntime.dll": {
|
||||
"assemblyVersion": "1.27.1.0",
|
||||
"fileVersion": "1.27.1.0"
|
||||
}
|
||||
}
|
||||
},
|
||||
"Microsoft.NET.StringTools/17.11.4": {
|
||||
"runtime": {
|
||||
"lib/net8.0/Microsoft.NET.StringTools.dll": {
|
||||
@ -222,6 +317,14 @@
|
||||
}
|
||||
}
|
||||
},
|
||||
"System.Numerics.Tensors/9.0.0": {
|
||||
"runtime": {
|
||||
"lib/net9.0/System.Numerics.Tensors.dll": {
|
||||
"assemblyVersion": "9.0.0.0",
|
||||
"fileVersion": "9.0.24.52809"
|
||||
}
|
||||
}
|
||||
},
|
||||
"Tea/1.1.3": {
|
||||
"dependencies": {
|
||||
"Newtonsoft.Json": "13.0.4"
|
||||
@ -571,6 +674,20 @@
|
||||
"path": "microsoft.bcl.asyncinterfaces/9.0.0",
|
||||
"hashPath": "microsoft.bcl.asyncinterfaces.9.0.0.nupkg.sha512"
|
||||
},
|
||||
"Microsoft.ML.OnnxRuntime/1.27.1": {
|
||||
"type": "package",
|
||||
"serviceable": true,
|
||||
"sha512": "sha512-lVD57zo77erw9oLC2obkKkMOM+CqbtwZuztfXQxEy3oJBOWmDKweto+c+N/Mh/FUoVRRFfsR9KaMX+aM+XLh+Q==",
|
||||
"path": "microsoft.ml.onnxruntime/1.27.1",
|
||||
"hashPath": "microsoft.ml.onnxruntime.1.27.1.nupkg.sha512"
|
||||
},
|
||||
"Microsoft.ML.OnnxRuntime.Managed/1.27.1": {
|
||||
"type": "package",
|
||||
"serviceable": true,
|
||||
"sha512": "sha512-7vZTjZzuSP6XC47lbRN0xI9+6YDOChxKjmUmb80q7YC8Nb7zQUVrETFGLXlFfYWjvlb8/4J+w+L33gBTCpLMKA==",
|
||||
"path": "microsoft.ml.onnxruntime.managed/1.27.1",
|
||||
"hashPath": "microsoft.ml.onnxruntime.managed.1.27.1.nupkg.sha512"
|
||||
},
|
||||
"Microsoft.NET.StringTools/17.11.4": {
|
||||
"type": "package",
|
||||
"serviceable": true,
|
||||
@ -592,6 +709,13 @@
|
||||
"path": "newtonsoft.json.bson/1.0.1",
|
||||
"hashPath": "newtonsoft.json.bson.1.0.1.nupkg.sha512"
|
||||
},
|
||||
"System.Numerics.Tensors/9.0.0": {
|
||||
"type": "package",
|
||||
"serviceable": true,
|
||||
"sha512": "sha512-hyJB4UlpAi19Xr9AXzu2NuagKC4lPfHObNMEAA0HmqFz2rX7wKgzeYzO/jM/eBHDhnUGFFEjk5cOoJaxqg5J4A==",
|
||||
"path": "system.numerics.tensors/9.0.0",
|
||||
"hashPath": "system.numerics.tensors.9.0.0.nupkg.sha512"
|
||||
},
|
||||
"Tea/1.1.3": {
|
||||
"type": "package",
|
||||
"serviceable": true,
|
||||
|
||||
Binary file not shown.
@ -409,6 +409,12 @@
|
||||
<bindingRedirect oldVersion="0.0.0.0-10.0.0.0" newVersion="10.0.0.0" />
|
||||
</dependentAssembly>
|
||||
</assemblyBinding>
|
||||
<assemblyBinding xmlns="urn:schemas-microsoft-com:asm.v1">
|
||||
<dependentAssembly>
|
||||
<assemblyIdentity name="System.Runtime.InteropServices.JavaScript" publicKeyToken="b03f5f7f11d50a3a" culture="neutral" />
|
||||
<bindingRedirect oldVersion="0.0.0.0-10.0.0.0" newVersion="10.0.0.0" />
|
||||
</dependentAssembly>
|
||||
</assemblyBinding>
|
||||
<assemblyBinding xmlns="urn:schemas-microsoft-com:asm.v1">
|
||||
<dependentAssembly>
|
||||
<assemblyIdentity name="System.Runtime.InteropServices" publicKeyToken="b03f5f7f11d50a3a" culture="neutral" />
|
||||
|
||||
Binary file not shown.
Binary file not shown.
@ -409,6 +409,12 @@
|
||||
<bindingRedirect oldVersion="0.0.0.0-10.0.0.0" newVersion="10.0.0.0" />
|
||||
</dependentAssembly>
|
||||
</assemblyBinding>
|
||||
<assemblyBinding xmlns="urn:schemas-microsoft-com:asm.v1">
|
||||
<dependentAssembly>
|
||||
<assemblyIdentity name="System.Runtime.InteropServices.JavaScript" publicKeyToken="b03f5f7f11d50a3a" culture="neutral" />
|
||||
<bindingRedirect oldVersion="0.0.0.0-10.0.0.0" newVersion="10.0.0.0" />
|
||||
</dependentAssembly>
|
||||
</assemblyBinding>
|
||||
<assemblyBinding xmlns="urn:schemas-microsoft-com:asm.v1">
|
||||
<dependentAssembly>
|
||||
<assemblyIdentity name="System.Runtime.InteropServices" publicKeyToken="b03f5f7f11d50a3a" culture="neutral" />
|
||||
|
||||
Binary file not shown.
@ -191,6 +191,99 @@
|
||||
}
|
||||
}
|
||||
},
|
||||
"Microsoft.ML.OnnxRuntime/1.27.1": {
|
||||
"dependencies": {
|
||||
"Microsoft.ML.OnnxRuntime.Managed": "1.27.1"
|
||||
},
|
||||
"runtimeTargets": {
|
||||
"runtimes/android/native/onnxruntime.aar": {
|
||||
"rid": "android",
|
||||
"assetType": "native",
|
||||
"fileVersion": "0.0.0.0"
|
||||
},
|
||||
"runtimes/ios/native/onnxruntime.xcframework.zip": {
|
||||
"rid": "ios",
|
||||
"assetType": "native",
|
||||
"fileVersion": "0.0.0.0"
|
||||
},
|
||||
"runtimes/linux-arm64/native/libonnxruntime.so": {
|
||||
"rid": "linux-arm64",
|
||||
"assetType": "native",
|
||||
"fileVersion": "0.0.0.0"
|
||||
},
|
||||
"runtimes/linux-arm64/native/libonnxruntime_providers_shared.so": {
|
||||
"rid": "linux-arm64",
|
||||
"assetType": "native",
|
||||
"fileVersion": "0.0.0.0"
|
||||
},
|
||||
"runtimes/linux-x64/native/libonnxruntime.so": {
|
||||
"rid": "linux-x64",
|
||||
"assetType": "native",
|
||||
"fileVersion": "0.0.0.0"
|
||||
},
|
||||
"runtimes/linux-x64/native/libonnxruntime_providers_shared.so": {
|
||||
"rid": "linux-x64",
|
||||
"assetType": "native",
|
||||
"fileVersion": "0.0.0.0"
|
||||
},
|
||||
"runtimes/osx-arm64/native/libonnxruntime.dylib": {
|
||||
"rid": "osx-arm64",
|
||||
"assetType": "native",
|
||||
"fileVersion": "0.0.0.0"
|
||||
},
|
||||
"runtimes/win-arm64/native/onnxruntime.dll": {
|
||||
"rid": "win-arm64",
|
||||
"assetType": "native",
|
||||
"fileVersion": "0.0.0.0"
|
||||
},
|
||||
"runtimes/win-arm64/native/onnxruntime.lib": {
|
||||
"rid": "win-arm64",
|
||||
"assetType": "native",
|
||||
"fileVersion": "0.0.0.0"
|
||||
},
|
||||
"runtimes/win-arm64/native/onnxruntime_providers_shared.dll": {
|
||||
"rid": "win-arm64",
|
||||
"assetType": "native",
|
||||
"fileVersion": "0.0.0.0"
|
||||
},
|
||||
"runtimes/win-arm64/native/onnxruntime_providers_shared.lib": {
|
||||
"rid": "win-arm64",
|
||||
"assetType": "native",
|
||||
"fileVersion": "0.0.0.0"
|
||||
},
|
||||
"runtimes/win-x64/native/onnxruntime.dll": {
|
||||
"rid": "win-x64",
|
||||
"assetType": "native",
|
||||
"fileVersion": "0.0.0.0"
|
||||
},
|
||||
"runtimes/win-x64/native/onnxruntime.lib": {
|
||||
"rid": "win-x64",
|
||||
"assetType": "native",
|
||||
"fileVersion": "0.0.0.0"
|
||||
},
|
||||
"runtimes/win-x64/native/onnxruntime_providers_shared.dll": {
|
||||
"rid": "win-x64",
|
||||
"assetType": "native",
|
||||
"fileVersion": "0.0.0.0"
|
||||
},
|
||||
"runtimes/win-x64/native/onnxruntime_providers_shared.lib": {
|
||||
"rid": "win-x64",
|
||||
"assetType": "native",
|
||||
"fileVersion": "0.0.0.0"
|
||||
}
|
||||
}
|
||||
},
|
||||
"Microsoft.ML.OnnxRuntime.Managed/1.27.1": {
|
||||
"dependencies": {
|
||||
"System.Numerics.Tensors": "9.0.0"
|
||||
},
|
||||
"runtime": {
|
||||
"lib/net8.0/Microsoft.ML.OnnxRuntime.dll": {
|
||||
"assemblyVersion": "1.27.1.0",
|
||||
"fileVersion": "1.27.1.0"
|
||||
}
|
||||
}
|
||||
},
|
||||
"Microsoft.NET.StringTools/17.11.4": {
|
||||
"runtime": {
|
||||
"lib/net8.0/Microsoft.NET.StringTools.dll": {
|
||||
@ -218,6 +311,14 @@
|
||||
}
|
||||
}
|
||||
},
|
||||
"System.Numerics.Tensors/9.0.0": {
|
||||
"runtime": {
|
||||
"lib/net9.0/System.Numerics.Tensors.dll": {
|
||||
"assemblyVersion": "9.0.0.0",
|
||||
"fileVersion": "9.0.24.52809"
|
||||
}
|
||||
}
|
||||
},
|
||||
"Tea/1.1.3": {
|
||||
"dependencies": {
|
||||
"Newtonsoft.Json": "13.0.4"
|
||||
@ -380,6 +481,8 @@
|
||||
"GlobalSever": "1.0.0",
|
||||
"MessagePack.Annotations": "3.1.4",
|
||||
"Microsoft.Bcl.AsyncInterfaces": "9.0.0",
|
||||
"Microsoft.ML.OnnxRuntime": "1.27.1",
|
||||
"Microsoft.ML.OnnxRuntime.Managed": "1.27.1",
|
||||
"Microsoft.NET.StringTools": "17.11.4",
|
||||
"MrWu": "1.0.0",
|
||||
"NetWorkMessage": "1.0.0",
|
||||
@ -588,6 +691,20 @@
|
||||
"path": "microsoft.bcl.asyncinterfaces/9.0.0",
|
||||
"hashPath": "microsoft.bcl.asyncinterfaces.9.0.0.nupkg.sha512"
|
||||
},
|
||||
"Microsoft.ML.OnnxRuntime/1.27.1": {
|
||||
"type": "package",
|
||||
"serviceable": true,
|
||||
"sha512": "sha512-lVD57zo77erw9oLC2obkKkMOM+CqbtwZuztfXQxEy3oJBOWmDKweto+c+N/Mh/FUoVRRFfsR9KaMX+aM+XLh+Q==",
|
||||
"path": "microsoft.ml.onnxruntime/1.27.1",
|
||||
"hashPath": "microsoft.ml.onnxruntime.1.27.1.nupkg.sha512"
|
||||
},
|
||||
"Microsoft.ML.OnnxRuntime.Managed/1.27.1": {
|
||||
"type": "package",
|
||||
"serviceable": true,
|
||||
"sha512": "sha512-7vZTjZzuSP6XC47lbRN0xI9+6YDOChxKjmUmb80q7YC8Nb7zQUVrETFGLXlFfYWjvlb8/4J+w+L33gBTCpLMKA==",
|
||||
"path": "microsoft.ml.onnxruntime.managed/1.27.1",
|
||||
"hashPath": "microsoft.ml.onnxruntime.managed.1.27.1.nupkg.sha512"
|
||||
},
|
||||
"Microsoft.NET.StringTools/17.11.4": {
|
||||
"type": "package",
|
||||
"serviceable": true,
|
||||
@ -609,6 +726,13 @@
|
||||
"path": "newtonsoft.json.bson/1.0.1",
|
||||
"hashPath": "newtonsoft.json.bson.1.0.1.nupkg.sha512"
|
||||
},
|
||||
"System.Numerics.Tensors/9.0.0": {
|
||||
"type": "package",
|
||||
"serviceable": true,
|
||||
"sha512": "sha512-hyJB4UlpAi19Xr9AXzu2NuagKC4lPfHObNMEAA0HmqFz2rX7wKgzeYzO/jM/eBHDhnUGFFEjk5cOoJaxqg5J4A==",
|
||||
"path": "system.numerics.tensors/9.0.0",
|
||||
"hashPath": "system.numerics.tensors.9.0.0.nupkg.sha512"
|
||||
},
|
||||
"Tea/1.1.3": {
|
||||
"type": "package",
|
||||
"serviceable": true,
|
||||
|
||||
Binary file not shown.
Binary file not shown.
@ -9,6 +9,7 @@ namespace hjha_console
|
||||
{
|
||||
static void Main(string[] args)
|
||||
{
|
||||
if (args.Length > 0 && args[0] == "--mix") { PdkGameMain.BotTypes = new[] { "NEURAL", "NEURAL", "ISMCTS" }; args = new[] { "--stress", args.Length > 1 ? args[1] : "10" }; }
|
||||
if (args.Length > 0 && args[0] == "--stress")
|
||||
{
|
||||
int rounds = args.Length > 1 ? int.Parse(args[1]) : 100;
|
||||
|
||||
BIN
model.onnx
Normal file
BIN
model.onnx
Normal file
Binary file not shown.
Reference in New Issue
Block a user