Learning coordination skills in multi-agent systems
Md Shahidullah Kaiser, R. Dillmann, H. Friedrich, I-Shen Lin, Frank Wallner, Peter Weckesser · 2002
While distributed control architectures have many advantages over centralized ones, such as their inherent modularity and fault tolerance, a major problem of such architectures is to ensure the goal-oriented behaviour of the controlled system. This paper presents a framework within which the coordination skills required for goal-orientedness are learned from user demonstrations. The framework is based on a state-space model of the single agents building the system and a corresponding model of the coordination mechanism. Our mobile robot PRIAMOS provides an application example.