def test_binary_random(self):
bot = BotSimpleRL(self.env, self.player)
all = 1000
trues = 0
prob = 1.0
for i in range(all):
trues += 1 if bot.binary_random(prob) else 0
experiment = trues / all
assert abs((experiment - prob) / prob) < 0.0001
def test_next_policy_action(self):
bot = BotSimpleRL(self.env, self.player)
bot.init_q_state(0)
assert bot.next_policy_action(bot.dehasher(0), 0) == -1
pass
def test_next_random_action(self):
bot = BotSimpleRL(self.env, self.player)
assert bot.next_random_action(bot.dehasher(0), 0) == 0
assert 0
def test_alpha_fn_maker(self):
bot = BotSimpleRL(self.env, self.player)
fn = bot.alpha_fn_maker()
assert abs(fn() - 1/2) < 0.00001
assert abs(fn() - 1/3) < 0.00001
def test_init_q_state(self):
bot = BotSimpleRL(self.env, self.player)
bot.init_q_state(0)
assert len(bot.q_table[0]) == len(self.player.actions(self.env.dehasher(0)))
for each in bot.q_table[0]:
assert each == self.env.q_init