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researcher

Christopher Summerfield

3 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.MA2
  • cs.AI1
ORCID 0000-0002-2941-2653

identity via Semantic Scholar / OpenAlex

most citedHuman-centered mechanism design with Democratic AI

5 citations · 10 across the 3 of their papers we have counts for

collaborators

3 papers

cs.MA2022★ 3 cited

The Good Shepherd: An Oracle Agent for Mechanism Design

Jan Balaguer, Raphael Koster, Christopher Summerfield +1

From social networks to traffic routing, artificial learning agents are playing a central role in modern institutions. We must therefore understand how to leverage these systems to…

cs.MA2022★ 2 cited

HCMD-zero: Learning Value Aligned Mechanisms from Data

Jan Balaguer, Raphael Koster, Ari Weinstein +4

Artificial learning agents are mediating a larger and larger number of interactions among humans, firms, and organizations, and the intersection between mechanism design and machin…

cs.AI2022★ 5 cited

Human-centered mechanism design with Democratic AI

Raphael Koster, Jan Balaguer, Andrea Tacchetti +8

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…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.