Implementations

implementing algorithms and whatever comes to mind.

Table of Contents

Neural Networks:

Perceptron - A Classic Rosenblatt Perceptron.

• Perceptron

Reinforcement Learning:

Classic Algorithms

• Policy Evaluation - Dynamic Programming.
• Policy Iteration - Dynamic Programming.
• Value Iteration - Dynamic Programming.
• On-policy Monte Carlo Prediction.
• Off-policy Monte Carlo Prediction.
• On-policy Monte Carlo Control.
• TD prediction - Temporal Difference Learning.
• SARSA algorithm.
• Q-Learning algorithm.