源代码/数据集已上传到Github - tensorflow-tutorial-samples 这篇文章是TensorFlow 2.0 Tutorial入门教程的第七篇文章,介绍如何使用强化学习(Reinforcement Learning, RL)的一个经典算法(Q-Learning),玩转 OpenAI gym game。 代码仅50行~ MountainCar-v0 游戏简介 今天我们选取
TensorFlow 2.0 版的宗旨是让开发者们能够更轻松,在深度强化学习上这一理念显然也得到了发扬:在这个例子中,我们的智能体源代码不到 150 行!如果你想看看代码,Python 文件格式的在这里:https://github.com/inoryy/tensorflow2-deep-reinforcement-learning Colab 格式在这里:https://colab.research.google.com/drive...
In this TensorFlow tutorial, you will learn how you can use simple yet powerful machine learning methods in TensorFlow and how you can use some of its auxiliary libraries to debug, visualize, and tweak the models created with it. Installing TensorFlow We will be using the TensorFlow Python API...
In this tutorial, I will give an overview of the TensorFlow 2.x features through the lens of deep reinforcement learning (DRL) by implementing an advantage actor-critic (A2C) agent, solving the classic CartPole-v0 environment. While the goal is to showcase TensorFlow 2.x, I will do my b...
TensorFlow Neural Machine Translation Tutorial nmt:https://github.com/tensorflow/nmt 书籍(推荐) Deep Learning http://www.tensorflownews.com/2017/08/29/deep-learning-an-mit-press-book Deep Learning 中文翻译 http://www.tensorflownews.com/2017/08/29/deep-learning-book-chinese-translation/ ...
这篇文章是TensorFlow 2.0 Tutorial入门教程的第六篇文章,介绍如何使用TensorFlow 2.0搭建神经网络(Neural Network, NN),使用纯监督学习(Supervised Learning)的方法,玩转 OpenAI gym game。示例代码基于 Python 3 和 TensorFlow 2.0 。 OpenAI gym是一个开源的游戏模拟环境,主要用来开发和比较强化学习(Reinforcement Learni...
The TF-Agents library contains a comprehensive Multi-Armed Bandits suite, including Bandits environments and agents. RL agents can also be used on Bandit environments. There is a tutorial inbandits_tutorial.ipynb. and ready-to-run examples intf_agents/bandits/agents/examples/v2. ...
写在前面:我是根据莫烦的视频学习的Reinforce learning,具体代码实现包括Q-learning,SARSA,DQN,Policy-Gradient,Actor-Critic以及A3C。(莫凡老师的网站:https://morvanzhou.github.io/tutorials/machine-learning/reinforcement-learning/) 今天先发表最后一个也是...对话...
源代码我放到github上了:https://github.com/Kelvin-Zhong/battleship-reinforcement-learning(开发采用 Python 3.6, Tensorflow 1.7)代码架构比较灵活 :) ,如果你想自己训练一个不同的网络结构,或者游戏设置,我的github上面有描述方法步骤。 Reference Simple battleship tensorflow tutoriale ...
tf核心教程(TensorFlow Core tutorial) 导入tf(Importing TensorFlow) tf项目的标准导入语句如下: importtensorflowastf 这使得Python可以直接使用tf的所有类、方法和符号。大多数的后续文档都会假设你已经完成了这一步导入工作。 计算图(The Computational Graph) ...