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Empirical Equilibria in Agent-based Economic systems with Learning agents [PDF]

arXiv
We present an agent-based simulator for economic systems with heterogeneous households, firms, central bank, and government agents. These agents interact to define production, consumption, and monetary flow. Each agent type has distinct objectives, such as households seeking utility from consumption and the central bank targeting inflation and ...
arxiv

COMMA: A Communicative Multimodal Multi-Agent Benchmark [PDF]

arXiv
The rapid advances of multimodal agents built on large foundation models have largely overlooked their potential for language-based communication between agents in collaborative tasks. This oversight presents a critical gap in understanding their effectiveness in real-world deployments, particularly when communicating with humans.
arxiv

The Athenian Academy: A Seven-Layer Architecture Model for Multi-Agent Systems [PDF]

arXiv
This paper proposes the "Academy of Athens" multi-agent seven-layer framework, aimed at systematically addressing challenges in multi-agent systems (MAS) within artificial intelligence (AI) art creation, such as collaboration efficiency, role allocation, environmental adaptation, and task parallelism.
arxiv

A CASE OF HEPATIC RESECTION USING NAFAMOSTAT MESILATE (FUT) AS AN ANTICOAGULATIVE AND ANTIFIBRINOLYTIC AGENT FOR HEPATIC VENO-VENOUS BYPASS