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#AbadIA: the abbey of the crime AI - IO18 extended madrid 2018

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Juantomás García Molina
Juantomás García Molina

#AbadIA is the AI that play and (try to) solve the abbey of the crime game. This talk was at IO18 extended madrid event

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Juantomás García - Open Sistemas AbadIA Using Reinforcement Learning to play and solve the abbey of crime
Buenas Tardes Madrid first
Juantomás García • Data Solutions Manager @ OpenSistemas • GDE (Google Developer Expert) for cloud Others • Co-Author of the first Spanish free software book “La Pastilla Roja” • President of Hispalinux (Spanish Linux User Group) • Organizer of the Machine Learning Spain and GDG Cloud Madrid. Who I am
My buddy Sebas told me: “Is possible to create an AI that can learn to play and eally crazy idea with a mad cult 8- bit game, but I like” Why
“It’s a really crazy idea with a mad cult 8-bit game, but I like” Why
Why Do you know the game? It was the first 8-bit RPG in pseudo 3D (2.5D) It was at 1987 and this game is a kind of legend in the video games world.
The Plan The plan: Make an AI that can learn to play and solve the game
About the game Was programmed in 1987 by Paco Menéndez with graphics made by Juan Delcán. It was programmed in Z80 assembler for Amstrad CPC and Sinclair Spectrum.
Game Evolutions Manuel Abadía disassembled the original CPC rom. He documented all the code, marked the graphics, sounds, etc. GitHub page: https://bit.ly/2I9TMZk
Game Evolutions Manuel Abadía make a port to C++ of the game using his special video games framework: Vigasoco Sebastian Llanes fork the project to use SDL. VigasocoSDL was born. Now the abbey can be played in chrome, PS3, CC, linux, GitHub page: https://github.com/luzbel/VigasocoSDL/wiki
How difficult is the challenge 10^80 Number of atoms in our universe (Hawking said the are more) 10^120 Number of chess legal moves 10^761 Number of GO legal moves 5^N+4 AbadIA legal moves where N is the depth of the game you wish to check. for N=10000 is 5^10004
How difficult is the challenge Even Adso and the rest of the monks don’t help too much and make the situation worse.
AI tools You will need a lot of tools before starting to create the AI: * How to interact with the game. * How you get and save the game information. * How to play millions of games.
How to collaborate GitHub LaAbadIAdelCrimen https://github.com/LaAbadIAdelCrimen
Team AbadIA Slack AbadIA
AbadIA Questions? •email: juantomas.garcia@gmail.com •twitter: @juantomas This talk have a free questions lifetime warranty: If you have any questions or concerns about this talk, feel free to contact me anytime. Selfie Time: If you like the talk just smile while I take the selfie ;-) We’re Hiring
Kappa Architecture Muchas Gracias

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#AbadIA: the abbey of the crime AI - IO18 extended madrid 2018

  • 1. Juantomás García - Open Sistemas AbadIA Using Reinforcement Learning to play and solve the abbey of crime
  • 3. Juantomás García • Data Solutions Manager @ OpenSistemas • GDE (Google Developer Expert) for cloud Others • Co-Author of the first Spanish free software book “La Pastilla Roja” • President of Hispalinux (Spanish Linux User Group) • Organizer of the Machine Learning Spain and GDG Cloud Madrid. Who I am
  • 4. My buddy Sebas told me: “Is possible to create an AI that can learn to play and eally crazy idea with a mad cult 8- bit game, but I like” Why
  • 5. “It’s a really crazy idea with a mad cult 8-bit game, but I like” Why
  • 6. Why Do you know the game? It was the first 8-bit RPG in pseudo 3D (2.5D) It was at 1987 and this game is a kind of legend in the video games world.
  • 7. The Plan The plan: Make an AI that can learn to play and solve the game
  • 8. About the game Was programmed in 1987 by Paco Menéndez with graphics made by Juan Delcán. It was programmed in Z80 assembler for Amstrad CPC and Sinclair Spectrum.
  • 9. Game Evolutions Manuel Abadía disassembled the original CPC rom. He documented all the code, marked the graphics, sounds, etc. GitHub page: https://bit.ly/2I9TMZk
  • 10. Game Evolutions Manuel Abadía make a port to C++ of the game using his special video games framework: Vigasoco Sebastian Llanes fork the project to use SDL. VigasocoSDL was born. Now the abbey can be played in chrome, PS3, CC, linux, GitHub page: https://github.com/luzbel/VigasocoSDL/wiki
  • 11. How difficult is the challenge 10^80 Number of atoms in our universe (Hawking said the are more) 10^120 Number of chess legal moves 10^761 Number of GO legal moves 5^N+4 AbadIA legal moves where N is the depth of the game you wish to check. for N=10000 is 5^10004
  • 12. How difficult is the challenge Even Adso and the rest of the monks don’t help too much and make the situation worse.
  • 13. AI tools You will need a lot of tools before starting to create the AI: * How to interact with the game. * How you get and save the game information. * How to play millions of games.
  • 14. How to collaborate GitHub LaAbadIAdelCrimen https://github.com/LaAbadIAdelCrimen
  • 16. AbadIA Questions? •email: juantomas.garcia@gmail.com •twitter: @juantomas This talk have a free questions lifetime warranty: If you have any questions or concerns about this talk, feel free to contact me anytime. Selfie Time: If you like the talk just smile while I take the selfie ;-) We’re Hiring