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The AI Economist: Taxation policy design via two-level deep multiagent reinforcement learning

Artificial intelligence (AI) and reinforcement learning (RL) have improved many areas but are not yet widely adopted in economic policy design, mechanism design, or economics at large. The AI Economist is a two-level, deep RL framework for policy design in which agents and a social planner coadapt....

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Detalles Bibliográficos
Autores principales: Zheng, Stephan, Trott, Alexander, Srinivasa, Sunil, Parkes, David C., Socher, Richard
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Association for the Advancement of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9067926/
https://www.ncbi.nlm.nih.gov/pubmed/35507657
http://dx.doi.org/10.1126/sciadv.abk2607