alphago tech talk
TRANSCRIPT
![Page 1: Alphago Tech talk](https://reader035.vdocument.in/reader035/viewer/2022062400/587071441a28ab48378b79bf/html5/thumbnails/1.jpg)
Google DeepMind - AlphaGo
![Page 2: Alphago Tech talk](https://reader035.vdocument.in/reader035/viewer/2022062400/587071441a28ab48378b79bf/html5/thumbnails/2.jpg)
What is AlphaGo? A computer program developed by Google DeepMind that
plays the board game Go
“The most significant aspect of all this…is that AlphaGo isn’t just an expert system, built with handcrafted rules. Instead, it uses general machine-learning techniques how to win at Go.”
![Page 3: Alphago Tech talk](https://reader035.vdocument.in/reader035/viewer/2022062400/587071441a28ab48378b79bf/html5/thumbnails/3.jpg)
![Page 4: Alphago Tech talk](https://reader035.vdocument.in/reader035/viewer/2022062400/587071441a28ab48378b79bf/html5/thumbnails/4.jpg)
Technology Behind AlphaGo Advanced Tree Search
Deep Neural Networks Policy Network Value Network
Reinforcement Learning
Google Cloud Platform
![Page 5: Alphago Tech talk](https://reader035.vdocument.in/reader035/viewer/2022062400/587071441a28ab48378b79bf/html5/thumbnails/5.jpg)
Advancements in AI “DeepMind’s techniques point the way to a future where real-
world robots can learn to perform physical tasks and respond to their environment. It’s a natural fit for robotics.”
AI Capabilities Advising and Working Alongside Humans
![Page 6: Alphago Tech talk](https://reader035.vdocument.in/reader035/viewer/2022062400/587071441a28ab48378b79bf/html5/thumbnails/6.jpg)
Program Applications Virtual Assistants
Medical Diagnostics
Climate Modeling
Data Analytics
Problem Solving
![Page 7: Alphago Tech talk](https://reader035.vdocument.in/reader035/viewer/2022062400/587071441a28ab48378b79bf/html5/thumbnails/7.jpg)
Discussion Questions What other applications can you
think of for this technology?
How is this relevant to us as IS developers?
![Page 8: Alphago Tech talk](https://reader035.vdocument.in/reader035/viewer/2022062400/587071441a28ab48378b79bf/html5/thumbnails/8.jpg)
References http://www.wired.com/2016/01/in-a-huge-breakthrough-googl
es-ai-beats-a-top-player-at-the-game-of-go/
http://www.slate.com/blogs/future_tense/2016/01/28/a_computer_google_s_alphago_has_beaten_a_human_go_champion_what_s_next.html
https://www.youtube.com/watch?v=g-dKXOlsf98