Learning Objectives

Learning Objectives for Lecture 2: Mathematical Foundations (Hammack 2013) (Bertsekas and Tsitsiklis 2008) 🎯

• Set Theory
• Probability:
  • Axiomatic Probability
  • Conditioning
  • Independence
  • Discrete Random Variables
  • Continuous Random Variables
  • Probability Distributions

Taxonomy of Reinforcement Learning

Bertsekas, Dimitri P., and John N. Tsitsiklis. 2008. Introduction to Probability. 2nd ed. Belmont, MA: Athena Scientific.

Hammack, Richard H. 2013. Book of Proof. Richard Hammack.