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How someone allocates their time is important to their health and well-being. In this paper, we show how evolutionary algorithms can be used to promote health and well-being by optimizing time usage. Based on data from a large…

神经与进化计算 · 计算机科学 2022-06-24 Yue Xie , Aneta Neumann , Ty Stanford , Charlotte Lund Rasmussen , Dorothea Dumuid , Frank Neumann

Nowadays, we have witnessed the great success of AI in various applications, including image classification, game playing, protein structure analysis, language translation, and content generation. Despite these powerful applications, there…

Outcome-driven studies designed to evaluate potential effects of games and apps designed to promote healthy eating and exercising remain limited either targeting design or usability factors while omitting out health-based outcomes…

人机交互 · 计算机科学 2021-06-28 S. Durga , S. Hallinan , M. Seif El-Nasr , M. Shiyko , C. Sceppa

We all are fascinated by the phenomena of intelligent behavior, as generated both by our own brains and by the brains of other animals. As physicists we would like to understand if there are some general principles that govern the structure…

生物物理 · 物理学 2007-05-23 William Bialek

Context. Computer workers in general, and software developers specifically, are under a high amount of stress due to continuous deadlines and, often, over-commitment. Objective. This study investigates the effects of a neuroplasticity…

软件工程 · 计算机科学 2022-03-07 Birgit Penzenstadler , Richard Torkar , Cristina Martinez Montes

While deep learning has achieved remarkable success, there is no clear explanation about why it works so well. In order to discuss this question quantitatively, we need a mathematical framework that explains what learning is in the first…

机器学习 · 计算机科学 2023-11-23 Taisuke Katayose

Experimentation is a cornerstone of successful game development and live operations, enabling teams to optimize player engagement, retention, and monetization. This article provides a comprehensive guide to implementing experimentation in…

人机交互 · 计算机科学 2025-04-22 Julian Runge

Evolution and learning are two of the fundamental mechanisms by which life adapts in order to survive and to transcend limitations. These biological phenomena inspired successful computational methods such as evolutionary algorithms and…

神经与进化计算 · 计算机科学 2019-05-10 Jan Schuchardt , Vladimir Golkov , Daniel Cremers

The process of discovery in the physical, biological and medical sciences can be painstakingly slow. Most experiments fail, and the time from initiation of research until a new advance reaches commercial production can span 20 years. This…

机器学习 · 计算机科学 2020-04-15 Kristopher Reyes , Warren B Powell

The brain is a highly efficient system evolved to achieve high performance with limited resources. We propose that dendrites make information processing and storage in the brain more efficient through the segregation of inputs and their…

神经元与认知 · 定量生物学 2023-06-13 Roman Makarov , Michalis Pagkalos , Panayiota Poirazi

Despite significant achievements and current interest in machine learning and artificial intelligence, the quest for a theory of intelligence, allowing general and efficient problem solving, has done little progress. This work tries to…

人工智能 · 计算机科学 2020-12-18 Abel Torres Montoya

This paper makes a number of connections between life and various facets of genetic and evolutionary algorithms research. Specifically, it addresses the topics of adaptation, multiobjective optimization, decision making, deception, and…

神经与进化计算 · 计算机科学 2016-08-31 Fernando G. Lobo

Learning in a lifelong setting, where the dynamics continually evolve, is a hard challenge for current reinforcement learning algorithms. Yet this would be a much needed feature for practical applications. In this paper, we propose an…

机器学习 · 计算机科学 2021-12-14 Pierre Liotet , Francesco Vidaich , Alberto Maria Metelli , Marcello Restelli

This new long version of my 1983 paper suggests the goals you might have for your system -- Simple, Timely, Efficient, Adaptable, Dependable, Yummy (STEADY) -- and techniques for achieving them -- Approximate, Incremental, Divide & Conquer…

分布式、并行与集群计算 · 计算机科学 2021-08-23 Butler Lampson

Promotion of healthy habits help maintain and improve people health, reduce disease risks, and manage chronic illness. Regular healthy activities like walking, exercising, healthy eating, drinking water or taking medication on time require…

人机交互 · 计算机科学 2017-08-22 Anna Iurchenko

Theoretical physicists have been fascinated by the phenomena of life for more than a century. As we engage with more realistic descriptions of living systems, however, things get complicated. After reviewing different reactions to this…

生物物理 · 物理学 2024-08-14 William Bialek

What should I work on first? What can wait until later? Which projects should I prioritize and which tasks are not worth my time? These are challenging questions that many people face every day. People's intuitive strategy is to prioritize…

人工智能 · 计算机科学 2021-08-05 Jugoslav Stojcheski , Valkyrie Felso , Falk Lieder

Sleep is critical to leading a healthy lifestyle. Each day, most people go to sleep without any idea about how their night's rest is going to be. For an activity that humans spend around a third of their life doing, there is a surprising…

计算机与社会 · 计算机科学 2020-06-22 Dhruv Upadhyay , Vaibhav Pandey , Nitish Nag , Ramesh Jain

Learning underlies nearly all human behavior and is central to education and education reform. Although recent advances in neuroscience have revealed the fundamental structure of learning processes, these insights have yet to be integrated…

信息论 · 计算机科学 2025-10-20 Scott E. Allen , A. David Redish , René F. Kizilcec

One-minute behavior change interventions might seem too brief to matter. Could something so short really help people build healthier routines? This work explores this question through two studies examining how ultra-brief prompts might…

人机交互 · 计算机科学 2025-08-14 Zahra Hassanzadeh , David Haag , Lydia Chilton , Jan Smeddinck , Norman Farb , Joseph Jay Williams
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