Visit NAP.edu/10766 to get more information about this book, to buy it in print, or to download it as a free PDF. Many regulations issued by the U.S. Environmental Protection Agency (EPA) are based on ...

Discover 10 key areas where simulation research reveals deep behavioral insights, from aviation and surgery to AI systems, showing how controlled environments ...

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 ...

How does one judge whether a model or a set of models and their results are adequate for supporting regulatory decision making? The essence of the problem is whether the behavior of a model matches ...

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.