陆昱宽

Sources:

1. Shiyu Zhao. Chapter 2: State Values and Bellman Equation. Mathematical Foundations of Reinforcement Learning.
2. --> Youtube: Bellman Equation: Derivation

Sources:

1. Kill Command in Linux.
2. Machtelt Garrels. Chapter 12. Catching signals. Bash Guide for Beginners.

Sources:

• A complete guide to Manage Users and Groups on Linux!
• 蔡德明. 第十四章 Linux账号管理与权限配置. 鸟哥的Linux私房菜.

Sources:

1. Machtelt Garrels. Chapter 3. The Bash environment. Bash Guide for Beginners.

Zsh, On-my-zsh and their configs.

Note: This article will only focus on zsh itself. If you want to simply copy my computer configs (ALL OF THEM), you can refer to How to Set Up on A New Machine.

Sources:

• Github: Ignoring files

Sources:

1. GCloud
2. GCloud: Install GPU drivers

Note: I find Google Cloud too be over complicated and the billing is insane. So I do not recommend using it.

Sources:

• miniconda

Sources:

1. Pytorch GPU Setup Guide

For CUDA installation, see my How to Install and Setup CUDA post.

The concepts of datasets, samples, labels in Machine Learning.

Sources:

1. Mu Li et al. 1. Introduction. Dive into Deep Learning.

2. Cross-validation: evaluating estimator performance