[Spinning up] Detailed code directory

[Spinning up] Detailed code directory

Foreword:

Some time ago, I went through all the knowledge points of the spinning up enhancement library and made some records;
students in need can Kangkang;
two batch tuning scripts are temporarily set to pay, because this takes the longest time I am a bit reluctant to share it;
if the GitHub star is over 60, and the fork is over 10, I will put it on GitHub~
There is also a multi-process, which has not been implemented yet, and I have understood it;

1.【Spinning Up】Experimental output

【Spinning Up】Experimental output

1.1 Enhanced version of plot.py, more effective output performance curve

Compared with the original plot.py file, the following functions are added:
1. It can be executed directly in pycharm or vscode, or parameters can be passed through the command line;
2. Sort by exp_name instead of sorting by time;
3. Fix it The color of each exp_name;
4. The line width of the curve can be adjusted for easy observation;
5. Save the picture locally for remote ssh drawing ~
https://github.com/kaixindelele/DRLib/blob/main/spinup_utils/plot. py

2.【Spinning Up】Drawing results

【Spinning Up】Drawing results

3. Spinning Up] This article understands the serialization modules json, pickle and cloudpickle

[Spinning Up] An article to understand the serialization modules json, pickle and cloudpickle

4. [Spinning Up] parse_args (argsparse): interaction between python and the command line

[Spinning Up] parse_args (argsparse): interaction between python and the command line

5. [Paid] spinup's run_utils, realize batch tuning, minimalist mode

[Spinning Up] spinup's run_utils, realize batch tuning, minimalist mode

6. [Paid] python starts multiple scripts with different parameters at the same time

[Spinning Up] python starts multiple scripts with different parameters at the same time

contact details:

ps: Welcome students who are intensive to join the group to study together:

Deep Reinforcement Learning-DRL: 799378128

Welcome to follow Zhihu account: Alchemy apprentices who have not yet started

CSDN account: https://blog.csdn.net/hehedadaq

Minimal spinup+HER+PER code implementation: https://github.com/kaixindelele/DRLib