# Lecture Notes

## Lecture Notes in Deep Learning: Reinforcement Learning – Part 5

Deep Q-Learning These are the lecture notes for FAU's YouTube Lecture "Deep Learning". This is a full transcript of the lecture video & matching slides. We hope, you enjoy this as much as the videos. Of course, this transcript was created with deep learning techniques largely automatically a...

## Lecture Notes in Deep Learning: Reinforcement Learning – Part 4

Alternative Approaches These are the lecture notes for FAU's YouTube Lecture "Deep Learning". This is a full transcript of the lecture video & matching slides. We hope, you enjoy this as much as the videos. Of course, this transcript was created with deep learning techniques largely automati...

## Lecture Notes in Deep Learning: Reinforcement Learning – Part 3

Policy Iteration These are the lecture notes for FAU's YouTube Lecture "Deep Learning". This is a full transcript of the lecture video & matching slides. We hope, you enjoy this as much as the videos. Of course, this transcript was created with deep learning techniques largely automatically ...

## Lecture Notes in Deep Learning: Reinforcement Learning – Part 2

Markov Decision Processes These are the lecture notes for FAU's YouTube Lecture "Deep Learning". This is a full transcript of the lecture video & matching slides. We hope, you enjoy this as much as the videos. Of course, this transcript was created with deep learning techniques largely autom...

## Lecture Notes in Deep Learning: Reinforcement Learning – Part 1

Sequential Decision Making These are the lecture notes for FAU's YouTube Lecture "Deep Learning". This is a full transcript of the lecture video & matching slides. We hope, you enjoy this as much as the videos. Of course, this transcript was created with deep learning techniques largely auto...

## Lecture Notes in Deep Learning: Visualization & Attention – Part 5

Attention Mechanisms These are the lecture notes for FAU's YouTube Lecture "Deep Learning". This is a full transcript of the lecture video & matching slides. We hope, you enjoy this as much as the videos. Of course, this transcript was created with deep learning techniques largely automatica...

## Lecture Notes in Deep Learning: Visualization & Attention – Part 4

Gradient and Optimisation-based Methods These are the lecture notes for FAU's YouTube Lecture "Deep Learning". This is a full transcript of the lecture video & matching slides. We hope, you enjoy this as much as the videos. Of course, this transcript was created with deep learning techniques...

## Lecture Notes in Deep Learning: Visualization & Attention – Part 3

Direct Visualization Methods These are the lecture notes for FAU's YouTube Lecture "Deep Learning". This is a full transcript of the lecture video & matching slides. We hope, you enjoy this as much as the videos. Of course, this transcript was created with deep learning techniques largely au...

## Lecture Notes in Deep Learning: Visualization & Attention – Part 2

Confounders & Adversarial Attacks These are the lecture notes for FAU's YouTube Lecture "Deep Learning". This is a full transcript of the lecture video & matching slides. We hope, you enjoy this as much as the videos. Of course, this transcript was created with deep learning techniques l...

## Lecture Notes in Deep Learning: Visualization & Attention – Part 1

Architecture & Training Visualization These are the lecture notes for FAU's YouTube Lecture "Deep Learning". This is a full transcript of the lecture video & matching slides. We hope, you enjoy this as much as the videos. Of course, this transcript was created with deep learning tech...