def __init__(self, world_space, **kwargs):
self.init_var = kwargs.pop("init_variance")
Policy.__init__(self, world_space, **kwargs)
if self.type == Policy.STATE_VALUES:
self.vals = np.random.normal(loc=0, scale=self.init_var, size=self._s_dim)
elif self.type == Policy.ACTION_STATE_VALUES:
self.vals = np.random.normal(loc=0, scale=self.init_var, size=np.append(self._s_dim, self._num_a) )
else:
raise ValueError("kwarg value_type is invalid")
def __init__(self, element, ns, loggerParentName=None, debug=False):
if loggerParentName: loggerName = loggerParentName + ".ReplicationPolicy"
else: loggerName = "ReplicationPolicy"
self.logger = logging.getLogger(loggerName)
if debug:
self.logger.setLevel(logging.DEBUG)
else:
self.logger.setLevel(logging.INFO)
Policy.__init__(self, element, ns, loggerName, debug)
self.dataset = None
self.actions = []
def __init__(self):
Policy.__init__(self)
def __init__(self,desc,num,premium,VehNum):
Policy.__init__(self,desc,num,premium):
self._vNum=VehNum
