Supervised Learning
Linear regression
[code] [naive code] [pdf]
Logistic regression
Image classification
Reinforcement learning
Markov Decision Process & Bellman Equation
[pdf]
Policy Iteration & Value Iteration
Model-free RL
Policy-gradient
TBD