Stochastic optimal control has become a critical framework for addressing decision-making problems under uncertainty, especially in the context of financial market models. By combining probabilistic ...

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.

Do you use these mental models for efficient decision-making in your daily life? If not, you’re missing out on the opportunity to make more thoughtful and informed choices. Mental models are cognitive ...

Many organizations implementing AI agents tend to focus too narrowly on a single decision-making model, falling into the trap of assuming a one-size-fits-all decision-making framework, one that ...