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Main.py
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Main.py
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import pygame
import neat
import time
import os
import random
import Bird
import Pipe
import Terrain
WINDOW_WIDTH = 500
WINDOW_HEIGHT = 800
pygame.font.init()
STAT_FONT = pygame.font.SysFont("comicsans",50)
def draw_window(win, birds, pipes, base, score):
win.blit(Terrain.BG_IMG, (0,0))
for pipe in pipes :
pipe.draw(win)
for bird in birds :
bird.draw(win)
text = STAT_FONT.render("Score: "+str(score),1,(255,255,255))
win.blit(text, (WINDOW_WIDTH-10-text.get_width(),10))
base.draw(win)
pygame.display.update()
def main(genomes, config):
nets = []
ge = []
birds = []
for _,g in genomes:
net = neat.nn.FeedForwardNetwork.create(g,config)
nets.append(net)
birds.append(Bird.Bird(230,350))
g.fitness = 0
ge.append(g)
base = Terrain.Base(730)
pipes = [Pipe.Pipe(700)]
win = pygame.display.set_mode((WINDOW_WIDTH, WINDOW_HEIGHT))
clock = pygame.time.Clock()
score = 0
run = True
while run :
clock.tick(30)
for event in pygame.event.get():
if event.type==pygame.QUIT:
run = False
pygame.quit()
quit()
# bird move
pipe_ind = 0
if len(birds)>0:
if len(pipes)>1 and birds[0].x>pipes[0].x+pipes[0].PIPE_TOP.get_width():
pipe_ind = 1
else:
run = False
break
for x, bird in enumerate(birds):
bird.move()
ge[x].fitness += 0.3
output = nets[x].activate((bird.y,abs(bird.y - pipes[pipe_ind].height), abs(bird.y - pipes[pipe_ind].bottom)))
if output[0] >0.5 :
bird.jump()
add_pipe = False
rem = []
for pipe in pipes:
for x,bird in enumerate(birds) :
if pipe.collide(bird):
ge[x].fitness -= 0.5
birds.pop(x)
nets.pop(x)
ge.pop(x)
if not pipe.passed and pipe.x<bird.x:
pipe.passed = True
add_pipe = True
if pipe.x + pipe.PIPE_TOP.get_width()<0:
rem.append(pipe)
pipe.move()
if add_pipe :
score += 1
for g in ge :
g.fitness += 5
pipes.append(Pipe.Pipe(600))
for r in rem :
pipes.remove(r)
for x,bird in enumerate(birds) :
if bird.y + bird.img.get_height() >= 730 or bird.y<0 :
birds.pop(x)
nets.pop(x)
ge.pop(x)
base.move()
draw_window(win, birds, pipes, base, score)
def run(config_path):
config = neat.config.Config(neat.DefaultGenome, \
neat.DefaultReproduction, \
neat.DefaultSpeciesSet, \
neat.DefaultStagnation, \
config_path )
p = neat.Population(config)
p.add_reporter(neat.StdOutReporter(True))
stats = neat.StatisticsReporter()
p.add_reporter(stats)
winner = p.run(main,50)
if __name__=='__main__':
local_dir = os.path.dirname(__file__)
config_path = os.path.join(local_dir, "config-feedforward.txt")
run(config_path)