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Mingjie Bi

2 accepted papers

2024

AdaSociety: An Adaptive Environment with Social Structures for Multi-Agent Decision-Making

NeurIPS 2024poster

Traditional interactive environments limit agents' intelligence growth with fixed tasks. Recently, single-agent environments address this by generating new tasks based on agent actions, enhancing task diversity. We consider the decision-making problem in multi-agent settings, where tasks are further…

2024

Heterogeneous Risk Management Using a Multi-Agent Framework for Supply Chain Disruption Response

RA-L 2024

In the highly complex and stochastic global, supply chain environments, local enterprise agents seek distributed and dynamic strategies for agile responses to disruptions. Existing literature explores both centralized and distributed approaches, while most work neglects temporal dynamics and the het

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