Overview of Our Roadmap
Our projects are built upon 4 different thrusts: New Models to Understand and Anticipate Human Behaviour, New Algorithms for Energy-Efficient and Human-Based AI, New Paradigms for Autonomous Agents/Human Interaction and Understanding and New Solutions for the Management of Hybrid Teams
Thrust 1) New Models to Understand and Anticipate Human Behaviour
Axis 1) Capture of human physiological, cognitive performance and emotional state
Axis 2) Using human data to augment individual and team decision making and team management
Axis 3) Human activity, capability and performance understanding
Thrust 2) New Algorithms for Energy-Efficient and Human-Based AI
Axis 1) Cross learning between humans and machines
Axis 2) Self-Adaption for cooperation
Axis 3) Distributed AI on resource constrained devices for real-time performance
Thrust 3) New Paradigms for Autonomous Agents/Human Interaction and Understanding
Axis 1) Intelligent and interactive autonomous agents
Axis 2) Theoretical models of interaction and human-machine dialogue
Axis 3) New interaction frameworks and technologies to facilitate cooperation within a hybrid system
Thrust 4) New Solutions for the Management of Hybrid Teams
Axis 1) New models of human-intelligent machine cooperation and interaction
Axis 2) Adaptation and regulation to reach cognitive equilibrium between humans / autonomous agents.