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Fine-tuning language models to find agreement among humans with diverse preferences


Nov 28, 2022
Michiel A. Bakker, Martin J. Chadwick, Hannah R. Sheahan, Michael Henry Tessler, Lucy Campbell-Gillingham, Jan Balaguer, Nat McAleese, Amelia Glaese, John Aslanides, Matthew M. Botvinick, Christopher Summerfield

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The Good Shepherd: An Oracle Agent for Mechanism Design


Feb 21, 2022
Jan Balaguer, Raphael Koster, Christopher Summerfield, Andrea Tacchetti

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HCMD-zero: Learning Value Aligned Mechanisms from Data


Feb 21, 2022
Jan Balaguer, Raphael Koster, Ari Weinstein, Lucy Campbell-Gillingham, Christopher Summerfield, Matthew Botvinick, Andrea Tacchetti

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Human-centered mechanism design with Democratic AI


Jan 27, 2022
Raphael Koster, Jan Balaguer, Andrea Tacchetti, Ari Weinstein, Tina Zhu, Oliver Hauser, Duncan Williams, Lucy Campbell-Gillingham, Phoebe Thacker, Matthew Botvinick, Christopher Summerfield

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* 18 pages, 4 figures, 54 pages including supplemental materials 

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PonderNet: Learning to Ponder


Jul 12, 2021
Andrea Banino, Jan Balaguer, Charles Blundell

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* 16 pages, 2 figures, 2 tables, 8th ICML Workshop on Automated Machine Learning (2021) 

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