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—Pngtree—abstract network technology geo

Reinforcement Learning Fundamentals

This course was made by Prof. Manuel Schmidt

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

Learn reinforcement learning using a personalized project-based approach and showcase the skills acquired to a potential employer.

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

RL Problem

Policy

Value function

Bellman equation

​

Skills you will gain

Python

Gym

Concepts you will unlock

RL Problem

Policy

Value function

Bellman equation

Random concept

Random concept

Random concept

Random concept

Explore

Project #2 : Making a human walk

Difficulty level

Intermediate

Pre-requisites

Course - RL fundamentals
Project 1 : Cart Pole balancing

Skills you will gain

Python

Gym

Concepts you will unlock

RL Problem

Policy

Value function

Bellman equation

Value function

Random concept

Random concept

Random concept

Go to project page

Go to project page

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

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

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

RL Problem

Policy

Value function

Bellman equation

Go to project page

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