2026-07-23T05:45:11Z https://drops.dagstuhl.de/oai

oai:drops-oai.dagstuhl.de:17824 2026-04-20T13:17:30Z ddc:004 open_access

Developmental Machine Learning: From Human Learning to Machines and Back (Dagstuhl Seminar 22422) Rehg, James M. Oudeyer, Pierre-Yves Smith, Linda B. Tsuji, Sho Stojanov, Stefan Thai, Ngoc Anh developmental psychology human learning machine learning computer vision language learning This interdisciplinary seminar brought together 18 academic and industry computer science researchers in artificial intelligence, computer vision and machine learning with 19 researchers from developmental psychology, neuroscience and linguistics. The objective was to catalyze connections between these communities, through discussions on both how the use of developmental insights can spur advances in machine learning, and how computational models and data-driven learning can lead to novel tools and insights for studying child development. The seminar consisted of tutorials, working groups, and a series of talks and discussion sessions. The main outcomes of this seminar were 1) The founding of DevelopmentalAI (http://www.developmentalai.com), an online research community to serve as a venue for communication and collaboration between develpomental and machine learning researchers, as well as a place collect and organize relevant research papers and talks; 2) Working group outputs - summaries of in-depth discussions on research questions at the intersection of developmental and machine learning, including the role of information bottlenecks and multimodality, as well as proposals for novel developmentally motivated benchmarks. Schloss Dagstuhl – Leibniz-Zentrum für Informatik James M. Rehg and Pierre-Yves Oudeyer and Linda B. Smith and Sho Tsuji and Stefan Stojanov and Ngoc Anh Thai 2023 Is Part Of Dagstuhl Reports, Volume 12, Issue 10 (2023) Article Text doc-type:ResearchArticle publishedVersion application/pdf doi:10.4230/DagRep.12.10.143 urn:nbn:de:0030-drops-178247 https://drops.dagstuhl.de/entities/document/10.4230/DagRep.12.10.143 eng https://creativecommons.org/licenses/by/4.0/legalcode