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.

Computer scientists often encounter problems relevant to real-life scenarios. For instance, "multiagent problems," a category characterized by multi-stage decision-making by multiple decision makers ...

The paper presents a discussion on the compound statistical decision problem. The non-sequential decision problem is described generally, and a simple example of a particular compound rule is given.

This paper examines a sequential multiple-criteria decision problem. The problem arises when a decision-maker is unable to consider all possible decision alternatives simultaneously. The ...

Dr. Goodson develops methods to solve sequential decision problems. These problems require choices to be made over time and in the face of uncertainty. They arise in business, engineering, the ...