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Reinforcement Learning Fundamentals

Difficulty level

Beginner

Collection of 20 projects

Project 1 : Cart Pole Balance

Project 2 : Making human run

Project 3 : Atari breakout

Reinforcement Learning Advanced

Difficulty level

Beginner

Collection of 15 projects

Project 1 : Rubik cube solver

Project 2 : Robot arm control

Project 3 : Driverless car

Image by Usman Yousaf

Prof. Manuel Schmidt from RWTH Aachen University offers two courses on Reinforcement Learning

Based on your profile, we found the following courses for you.

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Project #1 : Cart Pole balancing

Difficulty level

Beginner

Pre-requisites

Course - Python fundamentals
Project 1 : Building a calculator

Skills you will gain

Python

Gym

Concepts you will unlock

RL Problem

Policy

Value function

Bellman equation

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Project #2 : Making human run

Difficulty level

Intermediate

Pre-requisites

Course - RL fundamentals
Project 7 :  Cart pole balancing

Skills you will gain

Python

Gym

Baselines

Concepts you will unlock

RL Problem

Policy

Value function

Bellman equation

Go to project page

Project #3 : Atari ping pong

Difficulty level

Intermediate

Pre-requisites

Course - RL fundamentals
Project 7 :  Atari  Breakout

Skills you will gain

Python

Gym

Baselines

Concepts you will unlock