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논문

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rapsealk 2019. 12. 31. 21:01

https://towardsdatascience.com/facebook-builds-an-ai-agent-to-master-the-hanabi-challenge-the-new-frontier-for-ai-research-db4764fd49fc

 

Facebook Builds an AI Agent to Master the Hanabi Challenge: The New Frontier for AI Research

Hanabi is a new game that combines cooperation between players with imperfect information.

towardsdatascience.com

https://arxiv.org/abs/1902.00506?fbclid=IwAR2XnX55JT3Fr1LawuZT2SOHZpo4oWOjRfAhz1fdKc37-FaODMnM5GOSmGM

 

The Hanabi Challenge: A New Frontier for AI Research

From the early days of computing, games have been important testbeds for studying how well machines can do sophisticated decision making. In recent years, machine learning has made dramatic advances with artificial agents reaching superhuman performance in

arxiv.org

https://arxiv.org/abs/1912.02318?fbclid=IwAR0xDUuoiHEUkH0CQVmMsoTq806BRNcjKY19f6HFIFvtJkjU3pqWIkKpWD0

 

Improving Policies via Search in Cooperative Partially Observable Games

Recent superhuman results in games have largely been achieved in a variety of zero-sum settings, such as Go and Poker, in which agents need to compete against others. However, just like humans, real-world AI systems have to coordinate and communicate with

arxiv.org

 

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