Collaborative Agent

Collaborative agents are computational entities designed to work together to achieve shared goals, a field currently focusing on improving efficiency and robustness in diverse applications. Research emphasizes developing adaptable architectures, such as those incorporating few-shot learning and dynamic agent participation, to handle changing environments and team compositions. These advancements are improving performance in areas like software development and autonomous driving, while also prompting deeper investigation into the role of factors like Theory of Mind in effective collaboration. The ultimate aim is to create more efficient, reliable, and adaptable multi-agent systems for a wide range of complex tasks.