投资小白学习读财报
最近开始步入投资领域，打算在自己的博客里面也专门开一个版块。主要的目的一方面是做阶段性的总结，和大家交流学习；另一方面也是给自己的博客增加一些多样性，而不是单纯的技术性博客（根本没人读 TAT）。
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Recently I have been working on Deep-Q-Learning and apply it to some interesting AI games. In this post, I would like to give a brief introduction to how I i...
Reinforcement Learning Lesson 8
This is the last lesson for the entire reinforcement learning, and in this lesson we will learn something related to exploit and explore. In machine learning...
Reinforcement Learning Lesson 7
In the pervious notes, we are all using model-free reinforcement learning method to find the solution for the problem. Today we are going to introduce method...
Reinforcement Learning Lesson 6
In the pervious we use a model to approximate the state value/action value function. In this post, we are going to learn how to directly parameterize a polic...
Reinforcement Learning Lesson 5
In this post, we are going to look into how can we solve the real world problem with a practical way. Think of the state value function $v(s)$ or the action ...
Reinforcement Learning Lesson 4
In this lecture, we learn how to solve an unknown MDP. In the last lecture, we introduced how to calculate the value function given a policy. In this one, we...