mirror of
https://github.com/vcmi/vcmi.git
synced 2024-12-26 22:57:00 +02:00
[programming challenge, SSN] some restructurization, initial usage of FANN
This commit is contained in:
mateuszb
parent
2f74224a34
commit
d176153ac2
@ -68,7 +68,8 @@
|
||||
<PropertyGroup Condition="'$(Configuration)|$(Platform)'=='Debug|Win32'">
|
||||
<OutDir>$(SolutionDir)</OutDir>
|
||||
<IntDir>$(Configuration)\</IntDir>
|
||||
<LibraryPath>$(SolutionDir);$(LibraryPath)</LibraryPath>
|
||||
<LibraryPath>$(SolutionDir);$(LibraryPath);G:\boost\FANN-2.2.0-Source\bin</LibraryPath>
|
||||
<IncludePath>G:\boost\FANN-2.2.0-Source\src\include;$(IncludePath)</IncludePath>
|
||||
</PropertyGroup>
|
||||
<PropertyGroup Condition="'$(Configuration)|$(Platform)'=='Debug|x64'">
|
||||
<OutDir>$(SolutionDir)</OutDir>
|
||||
@ -77,7 +78,8 @@
|
||||
<PropertyGroup Condition="'$(Configuration)|$(Platform)'=='RD|Win32'">
|
||||
<OutDir>$(SolutionDir)$(Configuration)\bin\</OutDir>
|
||||
<IntDir>$(Configuration)\</IntDir>
|
||||
<LibraryPath>$(SolutionDir)$(SolutionDir)..\libs;\$(PlatformShortName);$(LibraryPath)</LibraryPath>
|
||||
<LibraryPath>$(SolutionDir)$(SolutionDir)..\libs;\$(PlatformShortName);$(LibraryPath);G:\boost\FANN-2.2.0-Source\bin</LibraryPath>
|
||||
<IncludePath>G:\boost\FANN-2.2.0-Source\src\include;$(IncludePath)</IncludePath>
|
||||
</PropertyGroup>
|
||||
<PropertyGroup Condition="'$(Configuration)|$(Platform)'=='RD|x64'">
|
||||
<OutDir>$(SolutionDir)$(Configuration)\bin\</OutDir>
|
||||
@ -92,7 +94,7 @@
|
||||
</ClCompile>
|
||||
<Link>
|
||||
<GenerateDebugInformation>true</GenerateDebugInformation>
|
||||
<AdditionalDependencies>VCMI_lib.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies)</AdditionalDependencies>
|
||||
<AdditionalDependencies>VCMI_lib.lib;fannfloat.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies)</AdditionalDependencies>
|
||||
</Link>
|
||||
</ItemDefinitionGroup>
|
||||
<ItemDefinitionGroup Condition="'$(Configuration)|$(Platform)'=='Debug|x64'">
|
||||
@ -120,7 +122,7 @@
|
||||
<GenerateDebugInformation>true</GenerateDebugInformation>
|
||||
<EnableCOMDATFolding>true</EnableCOMDATFolding>
|
||||
<OptimizeReferences>true</OptimizeReferences>
|
||||
<AdditionalDependencies>VCMI_lib.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies)</AdditionalDependencies>
|
||||
<AdditionalDependencies>VCMI_lib.lib;fannfloat.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies)</AdditionalDependencies>
|
||||
</Link>
|
||||
</ItemDefinitionGroup>
|
||||
<ItemDefinitionGroup Condition="'$(Configuration)|$(Platform)'=='RD|x64'">
|
||||
|
||||
@ -3,6 +3,11 @@
|
||||
#include "../lib/VCMI_Lib.h"
|
||||
namespace po = boost::program_options;
|
||||
|
||||
|
||||
//FANN
|
||||
#include <floatfann.h>
|
||||
#include <fann_cpp.h>
|
||||
|
||||
std::string leftAI, rightAI, battle, results, logsDir;
|
||||
bool withVisualization = false;
|
||||
std::string servername;
|
||||
@ -70,8 +75,37 @@ double playBattle(const DuelParameters &dp)
|
||||
return code / 1000000.0;
|
||||
}
|
||||
|
||||
void SSNRun()
|
||||
typedef std::map<int, CArtifactInstance*> TArtSet;
|
||||
|
||||
double cmpArtSets(TArtSet setL, TArtSet setR)
|
||||
{
|
||||
DuelParameters dp;
|
||||
dp.bfieldType = 1;
|
||||
dp.terType = 1;
|
||||
|
||||
for(int i = 0; i < 2 ; i++)
|
||||
{
|
||||
auto &side = dp.sides[i];
|
||||
side.heroId = i;
|
||||
side.heroPrimSkills.resize(4,0);
|
||||
side.stacks[0] = DuelParameters::SideSettings::StackSettings(10+i, 40+i);
|
||||
}
|
||||
|
||||
//lewa strona z art 0.9
|
||||
//bez artefaktow -0.41
|
||||
//prawa strona z art. -0.926
|
||||
|
||||
dp.sides[0].artifacts = setL;
|
||||
dp.sides[1].artifacts = setR;
|
||||
|
||||
auto battleOutcome = playBattle(dp);
|
||||
return battleOutcome;
|
||||
}
|
||||
|
||||
std::vector<CArtifactInstance*> genArts()
|
||||
{
|
||||
std::vector<CArtifactInstance*> ret;
|
||||
|
||||
CArtifact *nowy = new CArtifact();
|
||||
nowy->description = "Cudowny miecz Towa gwarantuje zwyciestwo";
|
||||
nowy->name = "Cudowny miecz";
|
||||
@ -85,35 +119,81 @@ void SSNRun()
|
||||
artinst->addNewBonus(new Bonus(Bonus::PERMANENT, Bonus::PRIMARY_SKILL, Bonus::ARTIFACT_INSTANCE, +25, nowy->id, PrimarySkill::ATTACK));
|
||||
artinst->addNewBonus(new Bonus(Bonus::PERMANENT, Bonus::PRIMARY_SKILL, Bonus::ARTIFACT_INSTANCE, +25, nowy->id, PrimarySkill::DEFENSE));
|
||||
|
||||
DuelParameters dp;
|
||||
dp.bfieldType = 1;
|
||||
dp.terType = 1;
|
||||
|
||||
for(int i = 0; i < 2 ; i++)
|
||||
{
|
||||
auto &side = dp.sides[i];
|
||||
side.heroId = i;
|
||||
side.heroPrimSkills.resize(4,0);
|
||||
side.stacks[0] = DuelParameters::SideSettings::StackSettings(10+i, 40+i);
|
||||
}
|
||||
|
||||
auto bonuses = artinst->getBonuses([](const Bonus *){ return true; });
|
||||
BOOST_FOREACH(Bonus *b, *bonuses)
|
||||
{
|
||||
std::cout << format("%s (%d) value:%d, description: %s\n") % bonusTypeToString(b->type) % b->subtype % b->val % b->Description();
|
||||
}
|
||||
|
||||
|
||||
return ret;
|
||||
}
|
||||
|
||||
|
||||
//lewa strona z art 0.9
|
||||
//bez artefaktow -0.41
|
||||
//prawa strona z art. -0.926
|
||||
//returns how good the artifact is for the neural network
|
||||
double runSSN(FANN::neural_net & net, CArtifactInstance * inst)
|
||||
{
|
||||
|
||||
dp.sides[0].artifacts[Arts::LEFT_HAND] = artinst;
|
||||
return 0.0;
|
||||
}
|
||||
|
||||
auto battleOutcome = playBattle(dp);
|
||||
int g = 4;
|
||||
void initNet(FANN::neural_net & ret)
|
||||
{
|
||||
const float learning_rate = 0.7f;
|
||||
const unsigned int num_layers = 3;
|
||||
const unsigned int num_input = 2;
|
||||
const unsigned int num_hidden = 3;
|
||||
const unsigned int num_output = 1;
|
||||
const float desired_error = 0.001f;
|
||||
const unsigned int max_iterations = 300000;
|
||||
const unsigned int iterations_between_reports = 1000;
|
||||
|
||||
ret.create_standard(num_layers, num_input, num_hidden, num_output);
|
||||
|
||||
ret.set_learning_rate(learning_rate);
|
||||
|
||||
ret.set_activation_steepness_hidden(1.0);
|
||||
ret.set_activation_steepness_output(1.0);
|
||||
|
||||
ret.set_activation_function_hidden(FANN::SIGMOID_SYMMETRIC_STEPWISE);
|
||||
ret.set_activation_function_output(FANN::SIGMOID_SYMMETRIC_STEPWISE);
|
||||
|
||||
ret.randomize_weights(0.0, 1.0);
|
||||
}
|
||||
|
||||
void SSNRun()
|
||||
{
|
||||
auto availableArts = genArts();
|
||||
std::vector<std::pair<CArtifactInstance *, double> > artNotes;
|
||||
|
||||
TArtSet setL, setR;
|
||||
|
||||
FANN::neural_net network;
|
||||
initNet(network);
|
||||
|
||||
for(int i=0; i<availableArts.size(); ++i)
|
||||
{
|
||||
artNotes.push_back(std::make_pair(availableArts[i], runSSN(network, availableArts[i])));
|
||||
}
|
||||
boost::range::sort(artNotes,
|
||||
[](const std::pair<CArtifactInstance *, double> & a1, const std::pair<CArtifactInstance *, double> & a2)
|
||||
{return a1.second > a2.second;});
|
||||
|
||||
//pick best arts into setL
|
||||
BOOST_FOREACH(auto & ap, artNotes)
|
||||
{
|
||||
auto art = ap.first;
|
||||
BOOST_FOREACH(auto slot, art->artType->possibleSlots)
|
||||
{
|
||||
if(setL.find(slot) != setL.end())
|
||||
{
|
||||
setL[slot] = art;
|
||||
break;
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
//evaluate
|
||||
double result = cmpArtSets(setL, setR);
|
||||
}
|
||||
|
||||
int main(int argc, char **argv)
|
||||
|
||||
Loading…
Reference in New Issue
Block a user