Math

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10 questions to check readiness after the Math for RL track. Solutions included.

Go to Phase 1 Self-Check: Math for RL →

15 problems combining Python, probability, and toy RL. Complete before starting Volume 1.

Go to Bridge Exercises: Python + Math + RL →

Reflect on your readiness across math, Python, NumPy, PyTorch, and RL concepts before starting the curriculum.

Go to Final Self-Assessment →

Probability, statistics, linear algebra, and calculus with RL-motivated examples. Read in order: 1a → 1d → self-check.

Go to Phase 1 — Math foundations for RL →

Deeper pass through the same math areas as Phase 1, with more drills and RL-motivated examples before you start the core RL volumes.

Go to Phase 3 — Math for RL (deep dive) →