def start(self):
super(RandomCartPolePlayer, self).start()
#run random games for training data
for n in range(self.training_games):
#print("training")
self.score = 0
self.prev_obseration = []
cartpole.run()
#train model with training data
print("End of training")
self.training = False
#print(self.training_data)
self.model = self.train_model(self.training_data)
for n in range(self.play_games):
#print("play")
self.score = 0
self.prev_obseration = []
cartpole.run()
#print(self.training_data)
print(self.scores)
print(self.choices)
def start(self):
super(QCartPolePlayer, self).start()
#run(screen_width=640, screen_height=480)
for n in range(self.initial_games):
self.epsilon = 1.0 / np.sqrt(n + 1)
cartpole.run()
def start(self):
super(DQNCartPolePlayer, self).start()
for n in range(self.initial_games):
self.score = 0
cartpole.run()
print(self.scores)
def play_game(self):
# play set amount of games
for n in range(self.initial_games):
self.Q = self.initialize_Q()
self.length = []
self.reward = []
self.epsilon = 1.0 / np.sqrt(n+1)
cartpole.run()
def start(self):
super(PGCartPolePlayer, self).start()
for n in range(self.training_games):
cartpole.run()
self.training = False
for n in range(self.playing_games):
cartpole.run()
print(self.play_scores)
def start(self):
# This code intercepts the regular pygame commands for
# updating the screen, and getting keyboard inputs, and
# redirects them to commands in this file.
pygame.display.flip = function_intercept(pygame.display.flip,
self.on_screen_update)
pygame.event.get = function_intercept(pygame.event.get,
self.on_event_get)
# Run the game.
cartpole.run()
def start(self):
super(RandomCartPolePlayer, self).start()
#run(screen_width=640, screen_height=480)
run()
