def __init__(self, epsilon=0.1):
'''
:param epsilon: fraction of time spent exploring (vs. exploiting the best performer)
'''
MultiArmedBanditBase.__init__(self)
if not 0.0 < epsilon < 1.0:
raise MultiArmedBanditError('epsilon must be between 0.0 and 1.0')
self.e = epsilon
