Metis: Multi-Agent Based Crisis Simulation System
Metis, one of the elder Okeanides and the Titan-goddess of good counsel, planning, cunning and wisdom.
Dynamic Environment Design and Crisis Management
Metis is a multi-agent based crisis simulation system that provides the ability to design and simulate dynamic indoor crisis scenarios.
Dynamic Environment Development
Design and setup the entire environment and building to be evacuated, dynamically.
Scenario Design
Place pedestrians (agents) in different parts of the building, designate which doors are exits, mark areas of the environment in which the pedestrians will be safe and place fires in different places.
Evacuation Simulation
Choose when the simulation automatically ends and manage a dynamically changing crisis. The evacuation process and the modules responsible for the simulation exploit Reinforcement Learning models.
Demo Video
Metis.mp4Dissertation Presentation
Presentation.pptxDissertation
Dynamic multi-agent system for crisis simulation based on machine learning techniques.pdfRelevant Publications
Sidiropoulos, G., Kiourt C. and Moussiades, L., (2020), “Metis: Multi-Agent Based Crisis Simulation System”, Games and AI, Technological, Cultural and Societal aspects (SETN 2020 Workshop), September 2nd-4th - Athens, Greece. arXiv link
G. K.Sidiropoulos, C. Kiourt, and L. Moussiades, “Crowd simulation for crisis management: The outcomes of the last decade,” Mach. Learn. Appl., vol. 2, p. 100009, Dec. 2020. arXiv link