Module: Markov Decision Process

Definition of MDPs.

Dates: Mon, Jan 8 - Tue, Jan 9

Learning Outcomes

Understanding Markov decision processes (MDPs)

You understand the definition and key elements of MDPs.
You understand dynamic programming and the Bellman equation.

Readings

Definition of MDPs

Definition and Key Elements

Experiential Learning

Custom Environment and Policy Evaluation

GridWorld

Google Colab