def __init__(self,
epsilon=0.05,
gamma=0.8,
alpha=0.2,
numTraining=900,
extractor=SimpleExtractor(),
**args):
"You can initialize Q-values here..."
args['epsilon'] = epsilon
args['gamma'] = gamma
args['alpha'] = alpha
args['numTraining'] = numTraining
self.featExtractor = extractor
self.index = 0 # This is always Pacman
self.weights = CustomCounter()
self.q_values = CustomCounter()
self.lastAction = None
ReinforcementAgent.__init__(self,
epsilon=epsilon,
gamma=gamma,
alpha=alpha,
numTraining=numTraining)
"*** YOUR CODE HERE ***"
def __init__(self, **args):
"You can initialize Q-values here..."
ReinforcementAgent.__init__(self, **args)
self.last_move = None
self.last_index = -1
self.q_values = CustomCounter()
self.best_state_action = None
def final(self, state):
"Called at the end of each game."
# call the super-class final method
ReinforcementAgent.final(self, state)
# did we finish training?
if self.episodesSoFar == self.numTraining:
# you might want to print your weights here for debugging
"*** YOUR CODE HERE ***"
pass
def __init__(self,
epsilon=0.25,
gamma=0.8,
alpha=0.2,
numTraining=0,
extractor=IdentityExtractor(),
**args):
"You can initialize Q-values here..."
args['epsilon'] = epsilon
args['gamma'] = gamma
args['alpha'] = alpha
args['numTraining'] = numTraining
self.featExtractor = extractor
self.index = 0 # This is always Pacman
self.weights = CustomCounter()
ReinforcementAgent.__init__(self, **args)
"*** YOUR CODE HERE ***"
def __init__(self, **args):
"You can initialize Q-values here..."
ReinforcementAgent.__init__(self, **args)
"*** YOUR CODE HERE ***"