iters = 150
learner = Learner()
scores = []
for ii in xrange(iters):
# Make a new monkey object.
swing = SwingyMonkey(sound=False, # Don't play sounds.
text="Epoch %d" % (ii), # Display the epoch on screen.
tick_length=1, # Make game ticks super fast.
action_callback=learner.action_callback,
reward_callback=learner.reward_callback)
# Loop until you hit something.
while swing.game_loop():
pass
scores.append(swing.get_score())
# Reset the state of the learner.
learner.reset()
domain = np.arange(1, iters + 1, 1)
plt.plot(domain, scores)
plt.title("Scores over each Epoch (discount = " + str(learner.discount) + ")")
plt.xlabel("Epoch")
plt.ylabel("Score")
plt.savefig("scores.png")
plt.show()
