Transformer architectures have facilitated the development of large-scale and general-purpose sequence models for prediction tasks in natural language processing and computer vision, e.g., GPT-3 and ...

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 ...

In Chapter 10 of his classical work on sequential analysis [8], Wald started a program for dealing with multiple decision problems based on sequential estimation, and this work was to some extent ...

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 ...

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.