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vcmi/AI/Nullkiller/Analyzers/HeroManager.cpp
2021-07-26 21:02:50 +03:00

308 lines
7.6 KiB
C++

/*
* HeroManager.cpp, part of VCMI engine
*
* Authors: listed in file AUTHORS in main folder
*
* License: GNU General Public License v2.0 or later
* Full text of license available in license.txt file, in main folder
*
*/
#include "../StdInc.h"
#include "../Engine/Nullkiller.h"
#include "../../../lib/mapObjects/MapObjects.h"
#include "../../../lib/CHeroHandler.h"
SecondarySkillEvaluator HeroManager::wariorSkillsScores = SecondarySkillEvaluator(
{
std::make_shared<SecondarySkillScoreMap>(
std::map<SecondarySkill, float>
{
{SecondarySkill::DIPLOMACY, 2},
{SecondarySkill::LOGISTICS, 2},
{SecondarySkill::EARTH_MAGIC, 2},
{SecondarySkill::ARMORER, 2},
{SecondarySkill::OFFENCE, 2},
{SecondarySkill::AIR_MAGIC, 1},
{SecondarySkill::WISDOM, 1},
{SecondarySkill::LEADERSHIP, 1},
{SecondarySkill::INTELLIGENCE, 1},
{SecondarySkill::RESISTANCE, 1},
{SecondarySkill::MYSTICISM, -1},
{SecondarySkill::SORCERY, -1},
{SecondarySkill::ESTATES, -1},
{SecondarySkill::FIRST_AID, -1},
{SecondarySkill::LEARNING, -1},
{SecondarySkill::SCHOLAR, -1},
{SecondarySkill::EAGLE_EYE, -1},
{SecondarySkill::NAVIGATION, -1}
}),
std::make_shared<ExistingSkillRule>(),
std::make_shared<WisdomRule>(),
std::make_shared<AtLeastOneMagicRule>()
});
SecondarySkillEvaluator HeroManager::scountSkillsScores = SecondarySkillEvaluator(
{
std::make_shared<SecondarySkillScoreMap>(
std::map<SecondarySkill, float>
{
{SecondarySkill::LOGISTICS, 2},
{SecondarySkill::ESTATES, 2},
{SecondarySkill::PATHFINDING, 1},
{SecondarySkill::SCHOLAR, 1}
}),
std::make_shared<ExistingSkillRule>()
});
float HeroManager::evaluateSecSkill(SecondarySkill skill, const CGHeroInstance * hero) const
{
auto role = getHeroRole(hero);
if(role == HeroRole::MAIN)
return wariorSkillsScores.evaluateSecSkill(hero, skill);
return scountSkillsScores.evaluateSecSkill(hero, skill);
}
float HeroManager::evaluateSpeciality(const CGHeroInstance * hero) const
{
auto heroSpecial = Selector::source(Bonus::HERO_SPECIAL, hero->type->ID.getNum());
auto secondarySkillBonus = Selector::type()(Bonus::SECONDARY_SKILL_PREMY);
auto specialSecondarySkillBonuses = hero->getBonuses(heroSpecial.And(secondarySkillBonus));
float specialityScore = 0.0f;
for(auto bonus : *specialSecondarySkillBonuses)
{
SecondarySkill bonusSkill = SecondarySkill(bonus->subtype);
float bonusScore = wariorSkillsScores.evaluateSecSkill(hero, bonusSkill);
if(bonusScore > 0)
specialityScore += bonusScore * bonusScore * bonusScore;
}
return specialityScore;
}
float HeroManager::evaluateFightingStrength(const CGHeroInstance * hero) const
{
return evaluateSpeciality(hero) + wariorSkillsScores.evaluateSecSkills(hero) + hero->level * 1.5f;
}
std::vector<std::vector<const CGHeroInstance *>> clusterizeHeroes(CCallback * cb, std::vector<const CGHeroInstance *> heroes)
{
std::vector<std::vector<const CGHeroInstance *>> clusters;
for(auto hero : heroes)
{
auto paths = cb->getPathsInfo(hero);
std::vector<const CGHeroInstance *> newCluster = {hero};
for(auto cluster = clusters.begin(); cluster != clusters.end();)
{
auto hero = std::find_if(cluster->begin(), cluster->end(), [&](const CGHeroInstance * h) -> bool
{
return paths->getNode(h->visitablePos())->turns <= SCOUT_TURN_DISTANCE_LIMIT;
});
if(hero != cluster->end())
{
vstd::concatenate(newCluster, *cluster);
clusters.erase(cluster);
}
else
cluster++;
}
clusters.push_back(newCluster);
}
return clusters;
}
void HeroManager::update()
{
logAi->trace("Start analysing our heroes");
std::map<const CGHeroInstance *, float> scores;
auto myHeroes = cb->getHeroesInfo();
for(auto & hero : myHeroes)
{
scores[hero] = evaluateFightingStrength(hero);
}
auto scoreSort = [&](const CGHeroInstance * h1, const CGHeroInstance * h2) -> bool
{
return scores.at(h1) > scores.at(h2);
};
int globalMainCount = std::min(((int)myHeroes.size() + 2) / 3, cb->getMapSize().x / 100 + 1);
std::sort(myHeroes.begin(), myHeroes.end(), scoreSort);
for(auto hero : myHeroes)
{
heroRoles[hero] = (globalMainCount--) > 0 ? HeroRole::MAIN : HeroRole::SCOUT;
}
for(auto cluster : clusterizeHeroes(cb, myHeroes))
{
std::sort(cluster.begin(), cluster.end(), scoreSort);
auto localMainCountMax = (cluster.size() + 2) / 3;
for(auto hero : cluster)
{
if(heroRoles[hero] != HeroRole::MAIN)
{
heroRoles[hero] = HeroRole::MAIN;
break;
}
localMainCountMax--;
if(localMainCountMax == 0)
break;
}
}
for(auto hero : myHeroes)
{
logAi->trace("Hero %s has role %s", hero->name, heroRoles[hero] == HeroRole::MAIN ? "main" : "scout");
}
}
HeroRole HeroManager::getHeroRole(const HeroPtr & hero) const
{
return heroRoles.at(hero);
}
const std::map<HeroPtr, HeroRole> & HeroManager::getHeroRoles() const
{
return heroRoles;
}
int HeroManager::selectBestSkill(const HeroPtr & hero, const std::vector<SecondarySkill> & skills) const
{
auto role = getHeroRole(hero);
auto & evaluator = role == HeroRole::MAIN ? wariorSkillsScores : scountSkillsScores;
int result = 0;
float resultScore = -100;
for(int i = 0; i < skills.size(); i++)
{
auto score = evaluator.evaluateSecSkill(hero.get(), skills[i]);
if(score > resultScore)
{
resultScore = score;
result = i;
}
logAi->trace(
"Hero %s is proposed to learn %d with score %f",
hero.name,
skills[i].toEnum(),
score);
}
return result;
}
float HeroManager::evaluateHero(const CGHeroInstance * hero) const
{
return evaluateFightingStrength(hero);
}
SecondarySkillScoreMap::SecondarySkillScoreMap(std::map<SecondarySkill, float> scoreMap)
:scoreMap(scoreMap)
{
}
void SecondarySkillScoreMap::evaluateScore(const CGHeroInstance * hero, SecondarySkill skill, float & score) const
{
auto it = scoreMap.find(skill);
if(it != scoreMap.end())
{
score = it->second;
}
}
void ExistingSkillRule::evaluateScore(const CGHeroInstance * hero, SecondarySkill skill, float & score) const
{
int upgradesLeft = 0;
for(auto & heroSkill : hero->secSkills)
{
if(heroSkill.first == skill)
return;
upgradesLeft += SecSkillLevel::EXPERT - heroSkill.second;
}
if(score >= 2 || (score >= 1 && upgradesLeft <= 1))
score += 1.5;
}
void WisdomRule::evaluateScore(const CGHeroInstance * hero, SecondarySkill skill, float & score) const
{
if(skill != SecondarySkill::WISDOM)
return;
auto wisdomLevel = hero->getSecSkillLevel(SecondarySkill::WISDOM);
if(hero->level > 10 && wisdomLevel == SecSkillLevel::NONE)
score += 1.5;
}
std::vector<SecondarySkill> AtLeastOneMagicRule::magicSchools = {
SecondarySkill::AIR_MAGIC,
SecondarySkill::EARTH_MAGIC,
SecondarySkill::FIRE_MAGIC,
SecondarySkill::WATER_MAGIC
};
void AtLeastOneMagicRule::evaluateScore(const CGHeroInstance * hero, SecondarySkill skill, float & score) const
{
if(!vstd::contains(magicSchools, skill))
return;
bool heroHasAnyMagic = vstd::contains_if(magicSchools, [&](SecondarySkill skill) -> bool
{
return hero->getSecSkillLevel(skill) > SecSkillLevel::NONE;
});
if(!heroHasAnyMagic)
score += 1;
}
SecondarySkillEvaluator::SecondarySkillEvaluator(std::vector<std::shared_ptr<ISecondarySkillRule>> evaluationRules)
: evaluationRules(evaluationRules)
{
}
float SecondarySkillEvaluator::evaluateSecSkills(const CGHeroInstance * hero) const
{
float totalScore = 0;
for(auto skill : hero->secSkills)
{
totalScore += skill.second * evaluateSecSkill(hero, skill.first);
}
return totalScore;
}
float SecondarySkillEvaluator::evaluateSecSkill(const CGHeroInstance * hero, SecondarySkill skill) const
{
float score = 0;
for(auto rule : evaluationRules)
rule->evaluateScore(hero, skill, score);
return score;
}