Intelligent Interactive Technology
 

RoboCup: Complex Systems

Complex systems characterise a large number of real-world problems that exist in almost all areas of our life, including management of emergencies, networked digital appliances and services, business and commerce, natural phenomena and many others. Usually, a complex system is characterised as follows:

  • a medium-sized number of agents;
  • agents are generally both intelligent and adaptive (they make decisions in accordance with various rules and are ready to modify their rules of action on the basis of new information);
  • there are no centralised controllers (no dictators);
  • agents make their decisions and update their action rules on the basis of local, rather than global, information (no single agent has access to what everyone else is doing - autonomy).

Our RoboCup research is motivated by the shift in the AI research community towards a study of complex systems and real-world problems. Cyberoos is a team of synthetic (software) agents designed by our group to compete in the RoboCup Simulation League - an artificial multi-agent domain. Cyberoos2001 is the fourth generation developed to provide a test-bed for experiments with emergent tactical teamwork.

To learn more about our RoboCup effort and challenges we face, please contact Mikhail Prokopenko. In summary, our research applies multi-agent technology in the following areas.

Teamwork Simulation and Real-time Automated Reasoning

Intelligent Networked Digital Appliances

Search and Rescue Planning

Other Applications

RoboCup Rescue is a new initiative, which addresses search and rescue operation planning and execution for large-scale disasters such as earthquakes or forest fires.

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last updated July 11, 2005 05:40 PM
Mikhail.Prokopenko@csiro.au