def __init__ (self, size_x, size_y, beta, hidden, learning_rate, reward):
Bot.__init__(self)
self.bot_name = "Bot_RL_MLP"
self.mlp = MLP (size_x * size_y, hidden, size_x * size_y, learning_rate)
self.reward = reward[:]
#hoher Wert für beta (50?): exploitation
#niedriger Wert für beta : exploration
self.beta = beta
def __init__ (self, size_x = 3, size_y = 3, beta = 1, hidden = 20, learning_rate = 0.1, reward = [0, 1.0, -1.0], initial_field = [0], player_ID = 1):
Bot.__init__(self)
self.initial_field = initial_field
self.player_ID = player_ID
self.bot_name = "Bot_RL_MLP"
self.version = 1
self.counter = 0
self.optimization = []
self.reward = reward[:]
self.first_action = True
self.beta = beta
#hoher Wert für beta (50?): exploitation
#niedriger Wert für beta : exploration
self.mlp = MLP (size_x * size_y, hidden, size_x * size_y, learning_rate)
self.new_game()
