Deep Learning WS 20/21

Watch now: Deep Learning: Reinforcement Learning – Part 5 (WS 20/21)

In the last video on reinforcement learning, we look into the deep reinforcement learning techniques. We start looking into how Deep Mind beat Atari Games and in particular breakout. Furthermore, we look into the technology behind AlphaGo and AlphaGoZero to play Go, Chess, and Shogi on world-class ...

January 15, 2021 Kategorie: Deep Learning WS 20/21

Watch now: Deep Learning: Reinforcement Learning – Part 4 (WS 20/21)

This video discusses several other solution approaches to learning games such as Monte Carlo Techniques, Temporal Difference Learning, Q Learning, and learning universal function approximators for reinforcement learning using the policy gradient. Watch on:FAU TVFAU TV (no memes)YouTube Read t...

January 14, 2021 Kategorie: Deep Learning WS 20/21

Watch now: Deep Learning: Reinforcement Learning – Part 3 (WS 20/21)

This video explains a fundamental learning technique in reinforcement learning: Policy Iteration. Watch on:FAU TVFAU TV (no memes)YouTube Read the Transcript (Summer 2020) at:LMETowards Data Science

January 13, 2021 Kategorie: Deep Learning WS 20/21

Watch now: Deep Learning: Reinforcement Learning – Part 2 (WS 20/21)

This video explains the basics of reinforcement learning: The Markov Decision Process and how to compute the expected future return. Watch on:FAU TVFAU TV (no memes)YouTube Read the Transcript (Summer 2020) at:LMETowards Data Science

January 12, 2021 Kategorie: Deep Learning WS 20/21

Watch now: Deep Learning: Reinforcement Learning – Part 1 (WS 20/21)

This video explains the concepts of sequential decision making and the multi-armed bandit problem. Watch on:FAU TVFAU TV (no memes)YouTube Read the Transcript (Summer 2020) at:LMETowards Data Science

January 11, 2021 Kategorie: Deep Learning WS 20/21

Watch now: Deep Learning: Visualization & Attention – Part 5 (WS 20/21)

This video explains the concepts of attention in deep learning. Watch on:FAU TVFAU TV (no memes)YouTube Read the Transcript (Summer 2020) at:LMETowards Data Science

December 25, 2020 Kategorie: Deep Learning WS 20/21

Watch now: Deep Learning – Christmas Special: Will we ever have consciousness in the machine?

This is a video for everybody who is also interested in more philosophical topics such as conscious and self-aware machines. We did a small review of the state-of-the-art and present what we found. Watch on:FAU TVYouTube Read the Paper at:ArxivFrontiers on Computational Neuroscience

December 24, 2020 Kategorie: Deep Learning WS 20/21