FONA-Forum in Berlin

On 24th June, our senior researcher Thiago Gouvea attended the FONA-Forum 2026 in Berlin. Dorothee Bär, Federal Minister for Research, presented the new strategy “Research for sustainability”. A key objective is to bring cutting-edge research into practical application more quickly. To ensure that good ideas are turned into concrete solutions Read more

4D reasoning from demonstration data for VLA

Visual-Language-Action (VLA) models are typically trained through imitation learning, which teaches policies to reproduce demonstrated actions but provides limited supervision about the conditions that define task success. We propose a framework that automatically extracts executable 3D task verifiers from demonstrations and uses them to improve policy learning beyond imitation. Given Read more