Juantomas Garcia | Devoxx

Devoxx Belgium 2018
from Monday 12 November to Friday 16 November 2018.

Chief Envisioner Evangelist Google Developer Expert for Cloud/Machine Learning Author the Spanish free software book "La Pastilla Roja" Organizer of Machine Learning Spain and GDG cloud Madrid meetups. Former President of Hispalinux (Spanish Linux Local User Group)

See also http://www.juantomas.net

Solving a complex game with AI and all the Google Cloud power

Conference


Do you know the Abbey of Crime game? The abbey is an 8-bit game (for spectrum and CPC) that became the first RPG game in 3D (2.5D) in 1987. The solution of the game is so hard (5**1000) that we don't know any human that passed it without help.

The challenge is design an AI that play and solve the game. We used Reinforcement Learning as the main Deep Learning.

Building a project like this take a lots of big challenges like: lots of resources for training the model (GPUs/TPUs), executing games , storing lots of information, analyzing data, etc.

When you need to afford it, you will need a lot of products/tools no just AI tools like tensorflow/keras. We will show you how Google Cloud is your perfect ally and you will have the right tools to leverage a near impossible problem like this one.

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