我的作业问题是:删除大于10的正整数10的最后两位数字
import gym
import collections
from tensorboardX import SummaryWriter
ENV_NAME = "FrozenLake-v0"
GAMMA = 0.9
ALPHA = 0.2
TEST_EPISODES = 20
class Agent:
def __init__(self):
self.env = gym.make(ENV_NAME)
self.state = self.env.reset()
self.values = collections.defaultdict(float)
def sample_env(self):
action = self.env.action_space.sample()
old_state = self.state
new_state, reward, is_done, _ = self.env.step(action)
self.state = self.env.reset() if is_done else new_state
return (old_state, action, reward, new_state)
def best_value_and_action(self, state):
best_value, best_action = None, None
for action in range(self.env.action_space.n):
action_value = self.values[(state, action)]
if best_value is None or best_value < action_value:
best_value = action_value
best_action = action
return best_value, best_action
def value_update(self, s, a, r, next_s):
best_v, _ = self.best_value_and_action(next_s)
new_val = r + GAMMA * best_v
old_val = self.values[(s, a)]
self.values[(s, a)] = old_val * (1-ALPHA) + new_val * ALPHA
def play_episode(self, env):
total_reward = 0.0
state = env.reset()
while True:
_, action = self.best_value_and_action(state)
new_state, reward, is_done, _ = env.step(action)
total_reward += reward
if is_done:
break
state = new_state
return total_reward
if __name__ == "__main__":
test_env = gym.make(ENV_NAME)
agent = Agent()
writer = SummaryWriter(comment="-q-learning")
iter_no = 0
best_reward = 0.0
while True:
iter_no += 1
s, a, r, next_s = agent.sample_env()
agent.value_update(s, a, r, next_s)
reward = 0.0
for _ in range(TEST_EPISODES):
reward += agent.play_episode(test_env)
reward /= TEST_EPISODES
writer.add_scalar("reward", reward, iter_no)
if reward > best_reward:
print("Best reward updated %.3f -> %.3f" % (best_reward, reward))
best_reward = reward
if reward > 0.80:
print("Solved in %d iterations!" % iter_no)
break
writer.close()
我的代码是:
* @param n
* a positive integer number greater than 99
* @return the integer produced by removing the last two digits of n
有人可以帮忙吗?
答案 0 :(得分:1)
public static int removeLastTwoDigits(int n) {
return n / 100;
}