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Procedural Fairness in Multi-Agent Bandits
arXiv cs.LG — Machine Learning
Factual evidence
What the source reports
Research introduces procedural fairness, defined as equal voice and representation within a policy, for multi-agent multi-armed bandits.
Open sourceOneBench interpretation
Institutional assessment
So what
This research broadens fairness definitions beyond outcomes to process, which will eventually shape responsible AI frameworks.
Do what
Add to the Q1 2025 responsible AI working group agenda for future policy consideration.