Multi-agent systems consist of multiple interacting agents, which can be either cooperative or competitive, working together to solve complex problems that are beyond the capabilities of a single agent. They are used in diverse fields such as robotics, economics, and artificial intelligence to model and solve real-world problems through distributed intelligence and decentralized control.