Agent Role

Agent role research focuses on improving the coordination, collaboration, and effectiveness of multiple agents working together, particularly within complex systems. Current efforts explore diverse architectures, including leader-follower models inspired by biological systems and large language model-based agents managing resources and applications. This research aims to enhance performance in multi-agent systems through improved communication, resource allocation, and decision-making, with applications ranging from autonomous vehicle platooning to advanced operating systems. The ultimate goal is to create more robust, efficient, and reliable multi-agent systems for various real-world applications.