The difference between sequential decision-making tasks and prediction tasks, such as CV and NLP. (a) A sequential decision-making task is a cycle of agent, task, and world, connected by interactions.

In this lecture series we study the pure exploration problem. This problem is also more commonly known as “Sequential Design of Experiments” or “Active Sequential Hypothesis Testing”, and it is an ...

Pricing continues to be one of the most crucial decisions retailers face. Set prices too high, and customers drift away; too low, and profit margins suffer. Traditional pricing approaches typically ...