Mastering the game of Go with deep neural networks and tree search
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Cites background from "Mastering the game of Go with deep ..."
...With AlphaGo [59] defeating the top humanGo players, we have trulywitnessed the huge potential in AI and have began to expectmore complex, cutting-edge AI technology in many applications, including driverless cars, medical care, and finance....
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...With AlphaGo’s success, people naturally hope that the big data–driven AI such as AlphaGo will be realized soon in all aspects of our lives....
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...The current public interest in AI is partly driven by Big Data availability: AlphaGo in 2016 used a total of 300,000 games as training data to achieve excellent results....
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...With AlphaGo[59] defeating the top human Go players, we have truly witnessed the huge potential in artificial intelligence (AI), and have began to expect more complex, cutting-edge AI technology in many applications, including driverless cars, medical care, finance, etc....
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2,589 citations
Cites background from "Mastering the game of Go with deep ..."
...…to predictive policing systems, machine learning (ML) systems are increasingly ubiquitous; they outperform humans on specific tasks [Mnih et al., 2013, Silver et al., 2016, Hamill, 2017] and often guide processes of human understanding and decisions [Carton et al., 2016, Doshi-Velez et al., 2014]....
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