Cognitive Robotic Systems Lab
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Cognitive Robotic Systems are robotic systems, that is, systems able to sense the environment and to act upon it; but they are also cognitive systems, that is, systems able to reason about what they sense and about what actions to perform. Examples of such systems include autonomous robots able to provide services to humans in a domestic or industrial setting, smart homes able to increase the comfort and safety of elderly people, or distributed systems of robots and sensors able to monitor the pollution of the environment.
The aim of our group is to perform basic and applied research on cognitive robotic systems. We address in particular the crucial problem of the integration of higher-level cognitive processes into physically embedded systems, like robots. Our approach relies on the combination of techniques from computer science and artificial intelligence with the use of real robots and sensors.
We are internationally recognized for our work in key scientific areas which are pivotal to the creation of cognitive robotic systems. These include: planning and scheduling, cognitive sensor systems, robot ecologies, and hybrid reasoning.
We insist on the combination of sound theoretical investigation and careful empirical evaluation, especially when our systems interact with humans. Our application domains are illustrated by our portfolio of projects.
Research projects
Active projects
- A theory for proactive learning of new knowledge and new abilities in AI systems
- A Theory of Proactivity: a Step Toward Human-Centered AI
- Adaptive Purposeful Communication Planning for Collaborative AI
- An AI-on-Demand Platform to support research excellence in Europe
- Bringing AI Planning to the European AI On-Demand Platform (AIPlan4EU)
- HumanE AI Network
- Machine Learning to enhance AI Planning for Intelligent Transport Systems
- TeamRob - Teams of Robots Working for and with Humans
Completed projects
- AI4EU
- AutoBoomer - Automated Drill Planning for Multiple-Boom Rigs in Underground Mining
- CARESSES
- E-care@home
- GeRT - Generalizing Robot Manipulation Tasks
- GiraffPlus
- Human-aware task planning for mobile robots
- Human-in-the-loop: Modeling and Simulation
- ILIAD: Intra-Logistics with Integrated Automatic Deployment for safe and scalable fleets in shared spaces
- Learning Agents for Supporting Modeling
- Monarch
- OPAC Intelligent Pedestrian Hydraulics
- RACE - Robustness by Autonomous Competence Enhancement
- RM4RS - Rapid Mapping for Realistic Simulation
- Robot-Era - Implementation and integration of advanced Robotic systems and intelligent Environments in real scenarios for the ageing population
- RUBICON - Robotic UBIquitous COgnitive Network
- SAUNA - Safe Autonomous Navigation
- Semantic Robots
- SOCRATES - SOcial Cognitive Robotics in The European Society
- Ängen: a Physical Testbed Apartment for Prototyping Distributed Care Technologies