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IJCAI 2024Doctoral ConsortiumDoctoral Consortium

Fairness and Optimization in Dynamic Multiagent Allocation Problems

Yohai Trabelsi

PDF 由论文原始站点提供,PaperCompass 不保存论文文件。DOI 10.24963/ijcai.2024/973 ↗

摘要

In many allocation problems, understanding individual agents' needs, wants, and tradeoffs is crucial for providing fair and efficient solutions. This paper begins with motivating applications and critical definitions. We review existing results, such as advising agents on relaxing restrictions for improved resource allocation, optimizing task allocation in online settings without rejection of a task, and more. We conclude by outlining three potential directions for future research.