Q-Learning实战——找房间

介绍

样例来自A Painless Q-learning Tutorial (一个 Q-learning 算法的简明教程)

简单来说就是从某个房间开始，找到去目标房间的路径。

代码实现

import numpy as np
from tqdm import tqdm, trange

room_num = 6
room_paths = [(0, 4), (3, 4), (3, 1), (1, 5), (2, 3), (4, 5)]
target_room = 5

# Q 矩阵，默认值填充0
Q = np.zeros((room_num, room_num))
# R 矩阵，默认值填充-1
reward