I pass on the text of a recent email from Behavioral and Brain Sciences inviting commentary on an article by Binz et al. I am beginning to plow through the interesting text and figures - and will mention that motivated readers can obtain a PDF of the article from me.
Target Article: Meta-Learned Models of Cognition
Authors: Marcel Binz, Ishita Dasgupta, Akshay K. Jagadish, Matthew Botvinick, Jane X. Wang, and Eric Schulz
Deadline for Commentary Proposals: Wednesday, December 20, 2023
Abstract: Psychologists and neuroscientists extensively rely on computational models for studying and analyzing the human mind. Traditionally, such computational models have been hand-designed by expert researchers. Two prominent examples are cognitive architectures and Bayesian models of cognition. While the former requires the specification of a fixed set of computational structures and a definition of how these structures interact with each other, the latter necessitates the commitment to a particular prior and a likelihood function which - in combination with Bayes' rule - determine the model's behavior. In recent years, a new framework has established itself as a promising tool for building models of human cognition: the framework of meta-learning. In contrast to the previously mentioned model classes, meta-learned models acquire their inductive biases from experience, i.e., by repeatedly interacting with an environment. However, a coherent research program around meta-learned models of cognition is still missing to this day. The purpose of this article is to synthesize previous work in this field and establish such a research program. We accomplish this by pointing out that meta-learning can be used to construct Bayes-optimal learning algorithms, allowing us to draw strong connections to the rational analysis of cognition. We then discuss several advantages of the meta-learning framework over traditional methods and reexamine prior work in the context of these new insights.
Портативный ТСД корпоративного класса Saotron RT-T70
Филиал № 4 ОСФР по Москве и Московской области информирует:
С 1 августа Соцфонд увеличит страховые пенсии россиян
В Севастополе подведены итоги работы военных следственных органов Следственного комитета России по Черноморскому флоту в первом полугодии текущего года
Blizzard politely tells Hearthstone players their game isn't dead just because it's not getting a new cosmetic board this expansion
Activision secretly experimented on 50% of Call of Duty players by 'decreasing' skill-based matchmaking, and determined players like SBMM even if they don't know it
Arena Breakout празднует 1 годовщину новой картой, игровым режимом и наградами
Гайд по регистрации, установке и входу в Throne and Liberty для игроков из России и СНГ
Филиал № 4 ОСФР по Москве и Московской области информирует:
Более 12 тысяч жителей Москвы и Московской области получают повышенную пенсию за работу в сельском хозяйстве
Начальник Главного управления вневедомственной охраны Росгвардии вручил ключи от автомобиля многодетному отцу-росгвардейцу
Родилась с пулей. В Москве врачи спасли девочку, которую ранили в утробе
СЕНСАЦИОННЫЕ ДАННЫЕ! В деле Дональда Трампа два Дональда, две женщины, два афроамериканца и герб Москвы, России.