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I'm not sure about the realist use cases for data scientists and small companies, since often the use of RL can be more resource intensive than its benefits. But it is a possible trend to look at.
"Reinforcement Learning Will Be 2019's Biggest Trend In Data Science"
bit.ly/2RjFaOQ

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