文件名称:rl-book-master.zip
文件大小:7.37MB
文件格式:ZIP
更新时间:2022-12-28 07:39:12
强化学习 alpha go 机器学习
jupyter notebook打开,包括强化学习简介,到动态规划,再到DQN,alphazero等程序
【文件预览】:
rl-book-master
----.gitignore(1KB)
----README.md(3KB)
----chapter10_atari()
--------BreakoutDeterministic-v4_tf.ipynb(132KB)
--------SeaquestDeterministic-v4_tf.ipynb(98KB)
--------PongDeterministic-v4_tf.ipynb(91KB)
----chapter01_intro()
--------.ipynb_checkpoints()
--------useGym.ipynb(20KB)
----chapter08_ac()
--------Acrobot-v1_tf.ipynb(172KB)
----.gitattributes(66B)
----chapter02_mdp()
--------.ipynb_checkpoints()
--------useBellman.ipynb(85KB)
--------CliffWalking-v0.ipynb(19KB)
----chapter05_td()
--------.ipynb_checkpoints()
--------Taxi-v2.ipynb(124KB)
----chapter11_alphazero()
--------README.md(221B)
--------Reversi-v0_4x4_tf.ipynb(1.01MB)
--------TicTacToe-v0_tf.ipynb(953KB)
----chapter12_drive()
--------AirSimNH_tf.ipynb(66KB)
--------weights.h5(3.47MB)
--------pretrain_weights.h5(3.47MB)
----chapter06_approx()
--------MountainCar-v0_tf.ipynb(252KB)
----chapter04_mc()
--------.ipynb_checkpoints()
--------Blackjack-v0.ipynb(83KB)
----chapter07_pg()
--------CartPole-v0_tf.ipynb(119KB)
----chapter09_dpg()
--------Pendulum-v0_tf.ipynb(84KB)
----chapter03_dp()
--------FrozenLake-v0.ipynb(12KB)
--------.ipynb_checkpoints()