VRAIN develops artificial intelligence for autonomous systems and robotics, focusing on intelligent coordination, decision-making, and human-robot collaboration. Research addresses autonomous navigation, fleet management, and adaptive behaviour in dynamic environments including urban mobility, logistics, and service robotics.

The SimFleet platform enables simulation and coordination of autonomous vehicle fleets in urban environments, supporting research on route optimisation, resource allocation, and coordination strategies for shared mobility services. Multi-agent platforms SPADE and Magentix2 provide the foundation for distributed autonomous systems, enabling robots and autonomous vehicles to communicate, negotiate, and collaborate. These technologies combine automated planning for decision-making with machine learning for perception and adaptation.

Applications include autonomous urban transport, delivery robots, and systems where autonomous agents support human decision-making.