Web Reference: What is a multi-agent system? A multi-agent system (MAS) consists of multiple artificial intelligence (AI) agents working collectively to perform tasks on behalf of a user or another system. The goal of an ABM is to search for explanatory insight into the collective behavior of agents (which do not necessarily need to be "intelligent") obeying simple rules, typically in natural systems, rather than in solving specific practical or engineering problems. Aug 29, 2025 · Unlike single-agent systems where only one agent makes decisions, in MAS agents works by cooperation, competition or coordination with each other. It is widely used in complex models, distributed and dynamic problems that are too difficult for a single agent to solve alone.
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What do Multi-Agent Architectures look like?
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Multi-agent systems, concepts & patterns | The Agent Factory Podcast
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AutoGen vs CrewAI vs LangGraph – Best AI Agent Framework In 2025!
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