In addition to the experience acquired over the years by the members of the group in different areas of simulation, mainly in bioengineering and mechanical engineering, recent advances in machine learning have been assimilated by the group as another way of exploiting the results of its simulations. The group has applied these techniques to the development of pedestrain models applied to crowd simulation. It also allows a further step in transferring the results of the simulations to new medical and industrial sectors (i.e. predictors of ectopic foci, aneurysms, arrhythmia detectors, etc.).

Machine learning, simulation, reinforcement learning, medical act/decision support systems.

• Artificial intelligence (Automated reasoning; Robotics; Computer vision; Machine learning)