Multi-Agent Systems in AI By A Staff Writer / July 12, 2025 Welcome to your Multi-Agent Systems in AI Level: Expert What is a multi-agent system in AI? A system with a single intelligent agent A system where multiple agents interact to solve problems A robotic arm in isolation A database management system None What is a key challenge in multi-agent systems? Limited computing resources Coordination and communication among agents Inability to perform real-time tasks Difficulty in training individual agents None Which area of AI commonly uses multi-agent systems? Game theory and simulations Image Classification Document Summarization Feature Selection None What is "swarm intelligence"? A network security protocol A form of collective problem-solving inspired by natural systems A method for debugging AI models A neural network training technique None Which algorithm is inspired by the behavior of ants in multi-agent systems? Ant Colony Optimization Bee Algorithm Random Walk Gradient Boosting None Time's up
