The European Space Agency (ESA) is Europe’s gateway to space. Its mission is to shape the development of Europe’s space capability and ensure that investment in space continues to deliver benefits to the citizens of Europe and the world.
Find out more about space activities in our 23 Member States, and understand how ESA works together with their national agencies, institutions and organisations.
Exploring our Solar System and unlocking the secrets of the Universe
Go to topicProtecting life and infrastructure on Earth and in orbit
Go to topicUsing space to benefit citizens and meet future challenges on Earth
Go to topicMaking space accessible and developing the technologies for the future
Go to topicThank you for liking
You have already liked this page, you can only like it once!
Machine learning (ML) automates tasks that are difficult to program, for example semi-automatically driving rovers. It could be extended to a wider range of tasks if we can better ensure its safety. Currently, the safety of ML components is estimated through traditional methods (e.g., accuracy on a test set) rather than evidence supporting safety arguments (e.g., demonstrating that failing scenarios are rare).
A co-funded research project initiated by ESA Discovery & Preparation is developing a new approach to ML safety that uses clustering algorithms and simulators.