def killOldLoosers(self):
maxAgeWinQuota = -5000
worstPlayer = None
# if under this level, you might get killed
thresh = self.getMostSuccessfulPlayer().getWinRate() * 0.4
if thresh < 0.05:
return # not even best player can really play. dont run algorithm
for playerName, p in self.players.items():
#p.setProhibitLearn(False)
pass
if p.getTotTrained() < 500:
continue # dont kill to young players
if p.getWinRate(
) < 0.02: # Such bad player, with this age. simply kill it!
print(
"Killing a really bad player {a}. trained {b}, winrate {c}"
.format(a=p.getName(),
b=p.getTotTrained(),
c=p.getWinRate()))
self.removePlayer(worstPlayer)
self.addPlayer(
luffAIPlayer3.luffAIPlayer3(
self.defs.characterX,
"B" + str(random.randint(0, 10000))))
self.reElectLeader()
return
if p.getWinRate(
) > thresh: # This player is above the thresh. This is OK!
continue
ageWinQuota = p.getTotTrained() / p.getWinRate()
if ageWinQuota > maxAgeWinQuota:
maxAgeWinQuota = ageWinQuota
worstPlayer = p
if worstPlayer is not None:
print("Throwing out old, bad player {a}. trained {b}, winrate {c}".
format(a=worstPlayer.getName(),
b=worstPlayer.getTotTrained(),
c=worstPlayer.getWinRate()))
self.removePlayer(worstPlayer)
self.addPlayer(
luffAIPlayer3.luffAIPlayer3(
self.defs.characterX, "G" + str(random.randint(0, 10000))))
self.reElectLeader()
def trainPlayer(self):
if len(self.players) == 0:
self.addPlayer(
luffAIPlayer3.luffAIPlayer3(self.defs.characterX, "i1")) # PUT
self.addPlayer(
luffAIPlayer3.luffAIPlayer3(self.defs.characterX, "i2")) # PUT
self.addPlayer(
luffAIPlayer3.luffAIPlayer3(self.defs.characterX, "i3")) # PUT
self.addPlayer(
luffAIPlayer3.luffAIPlayer3(self.defs.characterX, "i4")) # PUT
self.addBenchmarkPlayers()
self.runTournament(statsFromAllMatches=False, verbose=False)
def removeWorstPlayerIfnotYoungest(self):
worst = self.getWorstPlayer()
youngest = self.getYoungestPlayer()
if worst.getName() != youngest.getName():
if (worst.getWinRate() + 0.01) < youngest.getWinRate():
reElect = False
# So, the worst player is also older than the youngest player..
# Simply through out this player and inject a new one
print(
"Throwing out {a} that was worse than a younger player! winrate worst: {b} winrate younger: {c}"
.format(a=worst.getName(),
b=worst.getWinRate(),
c=youngest.getWinRate()))
if worst.getProhibitLearn():
# The worst player was the leader. Need to select a new leader.
reElect = True
self.removePlayer(worst)
self.addPlayer(
luffAIPlayer3.luffAIPlayer3(
self.defs.characterX,
"W" + str(random.randint(0, 10000))))
if reElect:
self.reElectLeader()
def humanGame(self, AIPlayer):
human = humanPlayer.luffHumanPlayer(defs.definitions().characterO,
"playerHumanO")
AIPlayer = luffAIPlayer3.luffAIPlayer3(self.defs.characterX, AIPlayer)
while True:
self.gameEngine.runNewGame(human,
AIPlayer,
useAllAvailPos=False,
verbose=True)
def restorePlayerObjects(self):
for nextPlayerName, p in self.players.items():
try:
p.getTotTrained()
# Player object already exists...
except:
# No matching object. create it..
self.players[nextPlayerName] = luffAIPlayer3.luffAIPlayer3(
self.defs.characterX, nextPlayerName)
from flask import Flask
from flask import jsonify
from flask_cors import CORS
import json
import numpy
import luffAIPlayer3
import definitions as defs
import luffGameBoard
app = Flask(__name__)
cors = CORS(app)
AIPlayerName = "W8277"
AIPlayer = luffAIPlayer3.luffAIPlayer3(defs.definitions().characterX,
AIPlayerName)
# ################################################################
# TBD
# ################################################################
@app.route("/")
def hello():
return "Gomuko server is running!"
# ################################################################
# TBD
# ################################################################
@app.route("/<string:gameBoard>/<string:lastMove>")
def hello2(gameBoard, lastMove):