Alpha Zero, the new Chess Master

Alpha Zero, the new Chess Master

Postby Biel EA6DD » Thu Dec 07, 2017 4:25 pm

Alpha Zero: Learning from scratch. Only with the rules of the game. Then began to play using a Monte-Carlo algorithm, which uses random moves at first until a neural network begins to learn which are the most promising options.
It took only four hours to play against himself to synthesize the chess knowledge of a millennium, and reach a level where he not only surpassed humans but also the world champion of Computer analysis modules, Stockfish. :shock: :shock:

https://deepmind.com/blog/alphago-zero-learning-scratch/
https://chess24.com/es/informate/noticias/el-nuevo-amo-del-ajedrez-alphazero Spanish
Saludos desde Mallorca
Biel Maimó
http://bielsys.blogspot.com/
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Re: Alpha Zero, the new Chess Master

Postby Antonio Linares » Fri Dec 08, 2017 7:20 am

Realmente impresionante, muchas gracias Biel :-)

El algoritmo AlphaZero desarrollado por Google y DeepMind necesitó solo de cuatro horas de jugar contra sí mismo para sintetizar el conocimiento ajedrecístico de un milenio y medio y alcanzar un nivel en el que no solo superó a los humanos sino también al campeón mundial de módulos de análisis


Si llegamos a crear algún tipo de consciencia e inteligencia muy básicas —el significado real de la Inteligencia Artificial—, es posible que este enfoque de aprendizaje se transforme en la entidad más inteligente del universo conocido
regards, saludos

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Re: Alpha Zero, the new Chess Master

Postby Antonio Linares » Fri Dec 08, 2017 8:36 am

regards, saludos

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Re: Alpha Zero, the new Chess Master

Postby Antonio Linares » Fri Dec 08, 2017 12:36 pm

Self-Play with a General Reinforcement Learning Algorithm

https://arxiv.org/pdf/1712.01815.pdf
regards, saludos

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Re: Alpha Zero, the new Chess Master

Postby Antonio Linares » Fri Dec 08, 2017 12:37 pm

A deep change is coming... :-)

https://youtu.be/tXlM99xPQC8
regards, saludos

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Re: Alpha Zero, the new Chess Master

Postby George » Fri Dec 08, 2017 10:00 pm

I N C R E I B L E (con mayúscula)
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