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Practical Reinforcement Learning – Agents and Environments

Video Introducing this tutorial

The Course Overview
Install RStudio
Install Python
Launch Jupyter Notebook
Learning Type Distinctions
Get Started with Reinforcement Learning
Real-world Reinforcement Learning Examples
Key Terms in Reinforcement Learning
OpenAI Gym
Monte Carlo Method
Monte Carlo Method in Python
Monte Carlo Method in R
Practical Reinforcement Learning in OpenAI Gym
Markov Decision Process Concepts
Python MDP Toolbox
Value and Policy Iteration in Python
MDP Toolbox in R
Value Iteration and Policy Iteration in R
Temporal Difference Learning
Temporal Difference Learning in Python
Temporal Difference Learning in R

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