Files
hjha-server/Directory.Packages.props
xiaoou 89743cd511 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
2026-07-13 02:20:44 +08:00

87 lines
5.6 KiB
XML

<Project>
<PropertyGroup>
<ManagePackageVersionsCentrally>true</ManagePackageVersionsCentrally>
</PropertyGroup>
<ItemGroup>
<!-- json -->
<PackageVersion Include="Microsoft.ML.OnnxRuntime" Version="1.27.1" />
<PackageVersion Include="Microsoft.ML.OnnxRuntime.Managed" Version="1.27.1" />
<PackageVersion Include="Newtonsoft.Json" Version="13.0.4" />
<!-- MessagePack -->
<PackageVersion Include="MessagePack" Version="3.1.4" />
<PackageVersion Include="MessagePack.Annotations" Version="3.1.4" />
<PackageVersion Include="MessagePackAnalyzer" Version="3.1.4" />
<!-- 阿里云 -->
<!-- oss -->
<PackageVersion Include="Aliyun.OSS.SDK" Version="2.14.1" />
<!-- 号码认证 -->
<PackageVersion Include="AlibabaCloud.EndpointUtil" Version="0.1.2" />
<PackageVersion Include="AlibabaCloud.GatewaySpi" Version="0.0.3" />
<PackageVersion Include="AlibabaCloud.OpenApiClient" Version="0.1.15" />
<PackageVersion Include="AlibabaCloud.OpenApiUtil" Version="1.1.2" />
<PackageVersion Include="AlibabaCloud.SDK.Dypnsapi20170525" Version="2.0.0" />
<PackageVersion Include="AlibabaCloud.TeaUtil" Version="0.1.19" />
<PackageVersion Include="AlibabaCloud.TeaXML" Version="0.0.5" />
<PackageVersion Include="Aliyun.Credentials" Version="1.5.0" />
<PackageVersion Include="Tea" Version="1.1.3" />
<!-- 华为云 -->
<PackageVersion Include="HuaweiCloud.SDK.Core" Version="3.1.191" />
<PackageVersion Include="HuaweiCloud.SDK.Cdn" Version="3.1.191" />
<!-- Fody -->
<PackageVersion Include="Costura.Fody" Version="6.0.0" />
<PackageVersion Include="Fody" Version="6.9.3" />
<!-- EPPlus -->
<PackageVersion Include="EPPlus" Version="8.4.1" />
<PackageVersion Include="EPPlus.Interfaces" Version="8.4.0" />
<PackageVersion Include="Flurl" Version="4.0.0" />
<PackageVersion Include="Flurl.Http" Version="4.0.2" />
<PackageVersion Include="HttpMultipartParser" Version="9.2.0" />
<PackageVersion Include="K4os.Compression.LZ4" Version="1.3.8" />
<PackageVersion Include="Microsoft.Bcl.AsyncInterfaces" Version="9.0.0" />
<PackageVersion Include="Microsoft.Bcl.TimeProvider" Version="8.0.1" />
<PackageVersion Include="Microsoft.IdentityModel.Abstractions" Version="8.14.0" />
<PackageVersion Include="Microsoft.IdentityModel.JsonWebTokens" Version="8.14.0" />
<PackageVersion Include="Microsoft.IdentityModel.Logging" Version="8.14.0" />
<PackageVersion Include="Microsoft.IdentityModel.Tokens" Version="8.14.0" />
<PackageVersion Include="Microsoft.NET.StringTools" Version="17.11.4" />
<PackageVersion Include="Microsoft.AspNet.WebApi.Client" Version="5.2.4" />
<PackageVersion Include="Microsoft.IO.RecyclableMemoryStream" Version="3.0.1" />
<PackageVersion Include="Microsoft.IdentityModel.Tokens" Version="8.14.0" />
<PackageVersion Include="Microsoft.Diagnostics.NETCore.Client" Version="0.2.410101" />
<PackageVersion Include="Microsoft.Diagnostics.Runtime" Version="3.1.512801" />
<PackageVersion Include="Microsoft.Extensions.Configuration" Version="3.1.5" />
<PackageVersion Include="Microsoft.Extensions.Configuration.Abstractions" Version="3.1.5" />
<PackageVersion Include="Microsoft.Extensions.Configuration.Binder" Version="3.1.5" />
<PackageVersion Include="Microsoft.Extensions.DependencyInjection.Abstractions" Version="3.1.5" />
<PackageVersion Include="Microsoft.Extensions.Logging" Version="3.1.5" />
<PackageVersion Include="Microsoft.Extensions.Logging.Abstractions" Version="3.1.5" />
<PackageVersion Include="Microsoft.Extensions.Options" Version="3.1.5" />
<PackageVersion Include="Microsoft.Extensions.Primitives" Version="3.1.5" />
<PackageVersion Include="System.Buffers" Version="4.6.1" />
<PackageVersion Include="System.Collections.Immutable" Version="8.0.0" />
<PackageVersion Include="System.Diagnostics.DiagnosticSource" Version="6.0.2" />
<PackageVersion Include="System.IdentityModel.Tokens.Jwt" Version="8.14.0" />
<PackageVersion Include="System.Memory" Version="4.6.3" />
<PackageVersion Include="System.Numerics.Vectors" Version="4.6.1" />
<PackageVersion Include="System.Runtime.CompilerServices.Unsafe" Version="6.1.2" />
<PackageVersion Include="System.Threading.Tasks.Extensions" Version="4.6.3" />
<PackageVersion Include="System.Text.Encodings.Web" Version="9.0.0" />
<PackageVersion Include="System.Text.Json" Version="9.0.0" />
<PackageVersion Include="System.ComponentModel.Annotations" Version="5.0.0" />
<PackageVersion Include="System.Security.Cryptography.Xml" Version="8.0.2" />
<PackageVersion Include="System.IO.Pipelines" Version="9.0.0" />
<PackageVersion Include="System.ValueTuple" Version="4.6.1" />
<PackageVersion Include="System.Data.SQLite.Core" Version="1.0.119" />
<PackageVersion Include="Dapper" Version="2.1.35" />
<PackageVersion Include="Google.Protobuf" Version="3.5.1" />
<PackageVersion Include="JetBrains.Annotations" Version="11.1.0" />
<PackageVersion Include="BouncyCastle.Cryptography" Version="2.6.2" />
<PackageVersion Include="Iconic.Zlib.Netstandard" Version="1.0.0" />
<PackageVersion Include="HttpMultipartParser" Version="9.2.0" />
<PackageVersion Include="SKIT.FlurlHttpClient.Wechat.Api" Version="3.12.0" />
<PackageVersion Include="SKIT.FlurlHttpClient.Wechat.TenpayV3" Version="3.15.0" />
<PackageVersion Include="SKIT.FlurlHttpClient.Common" Version="3.1.1" />
<PackageVersion Include="Flurl" Version="4.0.0" />
<PackageVersion Include="Flurl.Http" Version="4.0.2" />
</ItemGroup>
</Project>