A Reinforcement Learning Case Study

Julian Runge, Mark Williams, James Marr, Hernan Silberman, Yavuz Acikalin, Eric Seufert, Steve Detwiler, Dan Barnes

Reinforcement learning is the least widely understood and adopted of the three pillars of machine learning. While the term may sound complicated at first, the essence of reinforcement learning is something we all do every day: Do something, observe an outcome, change the course of action. Over and over again. Simple forms of reinforcement learning can be a powerful tool for personalized and dynamic content delivery in digital contexts. …

Julian Runge

Empirical social scientist

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