Cargando…
Human-centred mechanism design with Democratic AI
Building artificial intelligence (AI) that aligns with human values is an unsolved problem. Here we developed a human-in-the-loop research pipeline called Democratic AI, in which reinforcement learning is used to design a social mechanism that humans prefer by majority. A large group of humans playe...
Autores principales: | Koster, Raphael, Balaguer, Jan, Tacchetti, Andrea, Weinstein, Ari, Zhu, Tina, Hauser, Oliver, Williams, Duncan, Campbell-Gillingham, Lucy, Thacker, Phoebe, Botvinick, Matthew, Summerfield, Christopher |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9584820/ https://www.ncbi.nlm.nih.gov/pubmed/35789321 http://dx.doi.org/10.1038/s41562-022-01383-x |
Ejemplares similares
-
Publisher Correction: Human-centred mechanism design with Democratic AI
por: Koster, Raphael, et al.
Publicado: (2022) -
Scaffolding cooperation in human groups with deep reinforcement learning
por: McKee, Kevin R., et al.
Publicado: (2023) -
Democratizing AI: non-expert design of prediction tasks
por: Bagrow, James P.
Publicado: (2020) -
Model-based hierarchical reinforcement learning and human action control
por: Botvinick, Matthew, et al.
Publicado: (2014) -
Publisher Correction: Intuitive physics learning in a deep-learning model inspired by developmental psychology
por: Piloto, Luis S., et al.
Publicado: (2022)