tahamajs/DRL/Workshops - Storage Bucket

Workshops/ – Hands-On Sessions

Six workshop folders with runnable notebooks focused on practice.

Sessions

• Workshop-1-Material – Intro notebooks (general RL warm-up, PyGame demo).
• Workshop-2-Material – DP, MC, TD, and DQN on LunarLander (4 notebooks).
• Workshop-3-Material – Intermediate practice set.
• Workshop-4-Material – Additional applied exercises.
• Workshop-5-Material – Model-based planning drills: CEM, DynaQ, MCTS (+ assets).
• Workshop-6-Material – Capstone workshop notebook.

How to run

1. Create a fresh Python environment with PyTorch, Gymnasium, and Jupyter.
2. If a workshop has extra assets (e.g., Workshop 5), keep paths relative to the folder.
3. Launch jupyter lab inside the workshop directory and execute notebooks top-to-bottom.