cmd += 'l'
elif output[0] >= 0.5:
cmd += 'r'
if abs(output[1]) < 0.5:
pass
elif output[1] <= -0.5:
cmd += 'a'
elif output[1] >= 0.5:
cmd += 's'
if output[2] >= 0.9:
cmd += 'd'
game.update(cmd)
if game.cleared:
print 'Cleared', game.cleared, 'rows'
return game.score
return sub()
ga = GA(3 * 2 + 3, 36, 5, 4, 2, 2, 3, .1, evaluate)
while True:
print 'Generation', ga.generation
ga.next()
best, avg = ga.fitnessHistory[-1]
print 'Best score %i, average %i' % (best, avg)
