How It Works
Structure
This branch is less about code and more about study support: papers, cheatsheets, PDF notes, and lecture transcripts that explain the algorithms used elsewhere in the repo.
Reference shelf + transcript layer
Papers, cheatsheets, and transcript assets
The reference shelf that can anchor the educational side of the DRL arm even before everything is runnable again.
Ready immediately
No special runtime
Why Reuse
Role in the new DRL arm
It gives the web app depth. Instead of only showing code, you can tie each section back to the source papers and class explanations that motivated it.
Key Assets
What is already here
Research Papers
pdf shelfDQN, prioritized replay, GAE, PPO, TRPO, Q-Prop, GPS, and continuous-control references.
resources
Course Cheatsheet
pdfCompact reinforcement learning reference sheet.
source-material/classwork/cheatsheet.pdf
Value Methods Cheatsheet
pdfDuplicate but still useful packaged reference inside the project bundle.
source-material/classwork/project-reports/Value-based-methods/cheatsheet/cheatsheet.pdf
Continuous Control Transcripts
transcript setRaw subtitles extracted into plain-text study assets.
source-material/classwork/ContinuousControl_Transcripts