资源一览


Github + Hexo 建立博客参考网址:

https://www.aliyundrive.com/s/6RkEmME8mAP

机器学习

工具

# vscode进行远程炼丹
https://zhuanlan.zhihu.com/p/89662757
#Jupyter远程服务器
https://zhuanlan.zhihu.com/p/409159969
#更优雅的使用jupyter
https://www.zhihu.com/question/59392251/answer/2398730149
#jupyterlab的安装配置以及插件配置
https://blog.csdn.net/abc13526222160/article/details/108628640
https://zhuanlan.zhihu.com/p/383005827
https://zhuanlan.zhihu.com/p/59870808
https://blog.csdn.net/sinat_28916141/article/details/126418296
https://zhuanlan.zhihu.com/p/526096171
https://zhuanlan.zhihu.com/p/526113424

#kte代码补全工具
https://zhuanlan.zhihu.com/p/437592449
https://zhuanlan.zhihu.com/p/476620164
https://blog.csdn.net/weixin_44283681/article/details/125440476
#lsp补全
https://blog.csdn.net/aboshu/article/details/121864655


# Pycharm连接远程服务器
https://blog.csdn.net/weixin_43799388/article/details/124759054
#环境搭建之更换软件源汇总(Ubuntu/pip/Anaconda/Docker等)
https://miaotony.xyz/2020/09/25/Server_ChangeSource/

#Win10+WSL2+vcXsrv+xfce4实现Windows下一键开启Ubuntu可视化界面
https://zhuanlan.zhihu.com/p/567233419
https://cloud.tencent.com/developer/article/1835263

强化学习

工具/环境

#anaconda配置清华源
https://mirrors.tuna.tsinghua.edu.cn/help/anaconda/
#最后,执行
conda config --set ssl_verify False
#gym安装
#前置依赖mujoco
pip install gym[all]
https://blog.csdn.net/qq_41572833/article/details/117196033
#mujoco安装
#1.windows
https://blog.csdn.net/Cactus_mao/article/details/126455269
#2.linux
https://zhuanlan.zhihu.com/p/486957504
https://colainlibrary.com/archives/9765ce9e
#报错的话添加前置依赖
sudo apt install libosmesa6-dev libgl1-mesa-glx libglfw3
sudo apt-get install libglew-dev glew-utils
#without root
https://github.com/openai/mujoco-py/issues/627
https://pytorch.org/rl/reference/generated/knowledge_base/MUJOCO_INSTALLATION.html
#安装完pytorch后报ImportError: libffi.so.7: cannot open shared object file: No such file or directory
#重新安装当前版本的cffi
pip uninstall cffi==1.15.1
pip install cffi==1.15.1

#D4RL数据集简介、安装及错误解决
https://blog.csdn.net/gsww404/article/details/123802410
https://blog.csdn.net/captainAAAjohn/article/details/123024952

#强化学习 OpenAI Gym Universe Docker在Windows WSL 2安装配置最全的全记录
https://blog.csdn.net/ningmengzhihe/article/details/113543706
#Safety-gym环境配置
https://zhuanlan.zhihu.com/p/520363221

入门

https://www.bilibili.com/video/BV1yv411i7xd?p=13&vd_source=2ffed29a08d7c0e5407d996c2c4915a8 | Lesson4-1-随机策略与策略梯度_哔哩哔哩_bilibili
https://github.com/RisingAuroras/PARL/tree/develop/examples/QuickStart | PARL/examples/QuickStart at develop · RisingAuroras/PARL
https://zhuanlan.zhihu.com/p/157657872 | PARL强化学习公开课学习笔记(五)连续动作空间求解RL(DDPG) - 知乎
https://blog.csdn.net/tianjuewudi/article/details/123621382 | (10条消息) 强化学习入门级实践教学_微笑小星的博客-CSDN博客_强化学习四元组
https://blog.csdn.net/Castlehe/article/details/112471308 | (10条消息) 强化学习PARL——1. 简单认识_吨吨不打野的博客-CSDN博客_parl
https://cs.stanford.edu/people/karpathy/reinforcejs/gridworld_td.html | REINFORCEjs: Gridworld with Dynamic Programming
https://blog.csdn.net/mamiyahasaki/article/details/121927048 | (10条消息) 强化学习の学习笔记(一)——多臂老虎机、ε-greedy策略、乐观初始值、增量式实现、梯度赌博机_间宫羽咲sama的博客-CSDN博客_强化学习greedy
https://blog.csdn.net/xxdragon126/article/details/80990920 | (10条消息) 后验概率_xxdragon126的博客-CSDN博客_后验概率
https://blog.csdn.net/qq_36426650/article/details/104767998 | (10条消息) 强化学习(二):贪心策略(ε-greedy & UCB)_华师数据学院·王嘉宁的博客-CSDN博客_强化学习贪婪策略
https://blog.csdn.net/weixin_43958105/article/details/114012590 | (10条消息) 【一分钟解决】Python报错ImportError: attempted relative import with no known parent package_jaredyam的博客-CSDN博客
https://stackoverflow.com/questions/14132789/relative-imports-for-the-billionth-time/14132912#14132912 | python - Relative imports for the billionth time - Stack Overflow
https://zhuanlan.zhihu.com/p/26985029 | 强化学习实战 第一讲 gym学习及二次开发 - 知乎
https://blog.csdn.net/m0_37605642/article/details/111054438
file:///D:/OwnLearningResources/%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0/2%E5%B0%8F%E6%97%B6%E8%BF%87%E6%A6%82%E7%8E%87%E6%9C%9F%E6%9C%AB.pdf | 2小时过概率期末
https://zhuanlan.zhihu.com/p/449353068 | 概率分布及抽样分布的python实现 - 知乎

强化学习 David公开课以及使用教材《Reinforcement Learning: An Introduction》(第二版),课件等。

https://search.bilibili.com/all?keyword=%E5%BC%BA%E5%8C%96%E5%AD%A6%E4%B9%A0%E5%85%AC%E5%BC%80%E8%AF%BE+David&from_source=webtop_search&spm_id_from=333.1007&search_source=5 | 强化学习公开课 David_搜索_哔哩哔哩-bilibili
https://www.bilibili.com/video/BV1kb411i7KG?spm_id_from=333.337.search-card.all.click&vd_source=2ffed29a08d7c0e5407d996c2c4915a8 | 【中文字幕】David Silver深度强化算法学习 +项目讲解_哔哩哔哩_bilibili
https://rl.qiwihui.com/zh_CN/latest/index.html | 强化学习导论 — 强化学习导论 0.0.1 文档
http://incompleteideas.net/book/the-book-2nd.html | Sutton & Barto Book: Reinforcement Learning: An Introduction
http://www.incompleteideas.net/book/the-book.html | Sutton & Barto Book: Reinforcement Learning: An Introduction
https://www.davidsilver.uk/teaching/ | Teaching - David Silver

文献/学术

文献管理工具Zotero

https://zhuanlan.zhihu.com/p/561889422
https://zhuanlan.zhihu.com/p/452393024?utm_medium=social&utm_oi=1155224668742086656&utm_id=0

SSM

Mybatis

狂神SSM教程源码

官方文档

Spring

官方文档


文章作者: 马克图布
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