The world of robotics is destined to become remarkable. Robots are entering a large number of sectors – from collaborative robots (cobots) working alongside human workers to medical robots. To support us in our daily life, robots are entering unstructured environments which require that the exchange of skills and software with other robots. In this context, the EU-funded euROBIN will propose a strategy for a European ecosystem of robots that share their data and knowledge and jointly learn to perform an endless variety of tasks in human environments. The project will bring together leading experts from the European robotics and AI research community to share their algorithms and data.