> python pacman.py --help
"""
from experienceReplay import ExperienceReplay
args, agentOpts, pacmanType = readCommand(
sys.argv[1:]) # Get game components based on input
numEpisodes = args['numGames'] # number of regular training session
numTransit = np.ceil(numEpisodes *
0.1) # number of training sessions in transit
numDream = 9999 # number of events in a dream
numTest = np.ceil(numEpisodes * 0.1)
replayBuffer = Queue()
print "Pac-Man grows up in peace for " + str(numEpisodes) + " episodes..."
buffer = experimentStep(args, agentOpts, pacmanType, False, numEpisodes)
replayBuffer = replayBuffer.merge(buffer)
# fear consolidation
print "Pac-Man goes to war for " + str(5) + " episodes..."
buffer = experimentStep(args, agentOpts, pacmanType, False, 5, war=True)
replayBuffer = replayBuffer.merge(buffer)
print "Pac-Man dreams at war camp..."
experimentStep(args,
agentOpts,
pacmanType,
True,
numDream,
replayBuffer=replayBuffer) # fear consolidation training
print "Pac-Man wakes up and go to war for " + str(5) + " episodes..."
