Interactive Notebooks

Welcome to the GRL interactive demonstrations! These Jupyter notebooks provide hands-on visualizations for understanding reinforcement fields.

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📚 Field Series: Understanding GRL Through Visualization

A progressive notebook series building intuition from classical vector fields to GRL's reinforcement fields.

Field Series Overview

Complete Series | ⏱️ ~60-90 minutes total

#	Notebook	Status	Time
0	Introduction to Vector Fields	✅ Complete	~10-15 min
1	Classical Vector Fields	✅ Complete	~20-25 min
1a	Vector Fields and ODEs	✅ Complete	~25-30 min
2	Functional Fields	✅ Complete	~20-25 min
3	Reinforcement Fields	✅ Complete	~30 min

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🗺️ Complete Documentation

Learn More:

• 📖 Field Series Roadmap — Planned future notebooks (Policy Inference, Memory Update, RF-SARSA)
• 🎯 Learning Paths — How to use these notebooks
• 🔗 genai-lab Connection — Flow Matching & Diffusion Models

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💡 Quick Start

Best viewing experience:

1. Click notebook links above (rendered on this site)
2. Math and plots display correctly
3. No GitHub timeout issues!

Want to run interactively?

git clone https://github.com/pleiadian53/GRL.git
cd GRL/notebooks
jupyter notebook

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📖 Related Resources

• Tutorial Series — Mathematical depth
• Implementation Guide — Technical specs
• Quantum-Inspired Extensions — Advanced topics

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📍 Note for Contributors

These notebooks are rendered copies from /notebooks/ in the repository.

Development workflow:

1. Develop in /notebooks/ (primary location)
2. Copy to /docs/notebooks/ when ready to publish
3. GitHub Actions deploys automatically

Why two locations?

• /notebooks/ — Source of truth, easy to find
• /docs/notebooks/ — Rendered for reliable display