def __init__(self, size, reward_style="simple"):
FrameTable.__init__(self, size)
self.algorithms = []
# self.algorithms.append(Randomly(size))
self.algorithms.append(LRU(size))
self.algorithms.append(FIFO(size))
self.algorithms.append(NFU(size))
self.algorithms.append(MRU(size))
self.curalgo = 0
self.agent = SarsaApprox(size, len(self.algorithms))
self.reward_style = reward_style
if not reward_style == "simple":
self.framefault = {}
self.miss_reward_step = -1
self.hit_reward_step = 1
self.ah_files = []
self.ah_counts = [0, 0, 0, 0]
for i in range(0, len(self.algorithms)):
self.ah_files.append(open("actions_history_" + str(i), "w"))
