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.

Behavioral scientists have been trying to uncover the patterns that humans follow when making decisions for decades. The insights gathered as part of their studies can help shape public policies and ...

Often in everyday life, decisions must be made regarding options presented in sequence. For such scenarios we can ask ourselves, when should we stop evaluating new information and commit to a decision ...

Many real-world problems such as industrial production planning 1,2, traffic signal control 3,4, military strategic decision-making 5,6 and energy management of hybrid electric vehicles 7 can be ...

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 ...