The Conference for Machine Learning Innovation

AbadIA: How to build an AI from zero to learn to play and solve a tough game

Session
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✓ 2-in-1 conference special
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Join the ML Revolution!
Register until conference starts:
✓ 2 in 1 conference special
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Register until conference starts:
✓ 2 in 1 conference special
✓ 10 % Team Discount
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Infos

The process of building an AI looks like is so glamorous but is a long process, and at the end of the day, the tasks related to the AI model are just a 5% or less of the project.
We will see how to start an AI project from zero: defining the objectives, creating the architecture, building the game interfaces, massive data pipelines, defining model strategies, how to parallelize everything, etc.
The “the abbey of crime” is an adamant 8-bit game. This game is more complicated than Montezuma Revenge and is a perfect challenge for an AI. Its complexity is about 10^1000 legal moves to solve it.
As AI technology, we will use Reinforcement Learning using Deep Neural Networks and Monte Carlo Tree Search.
The takeaways of this talk will be: understanding all the process involved to create an AI and learning the basics of Reinforcement Learning.

This Session originates from the archive of Diese Session stammt aus dem Archiv von MunichMunich . Take me to the program of . Hier geht es zum aktuellen Programm von Munich Munich .

This Session originates from the archive of Diese Session stammt aus dem Archiv von MunichMunich . Take me to the program of . Hier geht es zum aktuellen Programm von Singapore Singapore .

This Session originates from the archive of Diese Session stammt aus dem Archiv von MunichMunich . Take me to the program of . Hier geht es zum aktuellen Programm von Berlin Berlin .

This Session Diese Session originates from the archive of stammt aus dem Archiv von MunichMunich . Take me to the current program of . Hier geht es zum aktuellen Programm von Munich Munich , Singapore Singapore or oder Berlin Berlin .

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