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Mastering the game of Go with deep neural networks and tree search

Nature
In this work we have developed a Go program, based on a combination of deep neural networks and tree search, that plays at the level of the...
106 months ago

Learning to Play the Chess Variant Crazyhouse Above World Champion Level With Deep Neural Networks and Human Data

Frontiers
Deep neural networks have been successfully applied in learning the board games Go, chess, and shogi without prior knowledge by making use of reinforcement...
5 months ago

Machine Learning and Artificial Intelligence: Two Fellow Travelers on the Quest for Intelligent Behavior in Machines

Frontiers
ABSTRACTMachine learning (ML) and artificial intelligence (AI) are becoming dominant problem-solving techniques in many areas of research and industry,...
5 months ago

Beyond deep learning

PNAS
Blending two approaches to artificial intelligence promises to let machines think a little more like humans. M. Mitchell WaldropAuthors Info...
26 months ago

AlphaGo: Mastering the ancient game of Go with Machine Learning

Google Research
Posted by David Silver and Demis Hassabis, Google DeepMindGames are a great testing ground for developing smarter, more flexible algorithms...
106 months ago

AlphaGo Zero: Approaching Perfection

Synced | AI Technology & Industry Review
DeepMind recently published a paper in Nature introducing the latest evolution of its AI-powered Go program. ¡°AlphaGo Zero¡± learns in...
85 months ago

Mastering the game of Stratego with model-free multiagent reinforcement learning

Science | AAAS
Stratego is a popular two-player imperfect information board game. Because of its complexity stemming from its enormous game tree,...
24 months ago

AlphaGo

Google DeepMind
Our artificial intelligence (AI) system, AlphaGo, learned to master the ancient Chinese game of Go — a profoundly complex board game of strategy, creativity,...
2 months ago

Man vs machine: how a computer beat a professional human player at Go

The World Economic Forum
Scientists said on Wednesday they have created a computer program that beat a professional human player at the complex board game called Go.
106 months ago

A Computer Has Beaten a Human Champion at Go. What Next?

Slate
Google announced that AlphaGo, a program built by its DeepMind artificial intelligence lab, had defeated the European Go champion in a...
106 months ago