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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...
104 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...
3 months ago

Student of Games: A unified learning algorithm for both perfect and imperfect information games

Science | AAAS
Games have a long history as benchmarks for progress in artificial intelligence. Approaches using search and learning produced strong...
10 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,...
3 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 weeks ago

ACM Prize in Computing awarded to AlphaGo developer

EurekAlert!
David Silver is the recipient of the 2019 ACM Prize in Computing for breakthrough advances in computer game-playing.
54 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...
83 months ago

AlphaGo: How AI Mastered the Game of Go

Towards Data Science
In 2016 AlphaGo beat the world's best player at the game of go. Then, it seemed impossible; now, it is remembered as a key milestone in the...
25 months ago

Trusting Magic:

American Heart Association Journals
Articles, see p 1274 and p 1287. In his third of 3 laws, the late science fiction writer Sir Arthur Clarke once surmised that ¡°any...
42 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...
104 months ago