Multi-Agent Systems and Swarm Intelligence
Multi-Agent Systems involve multiple intelligent agents interacting within an environment to achieve individual or collective goals. Swarm Intelligence is a sub-field inspired by the collective behavior of decentralized, self-organized systems in nature, like ant colonies or bird flocks, where complex global behaviors emerge from simple local interactions.
Think of a team of specialized robots cooperating to build a house, each performing specific tasks but coordinated for the overall project, much like ants foraging for food.
It enables tackling complex problems requiring distributed decision-making, robustness, and scalability beyond what a single agent can achieve.
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