Fabian Baumeister

Incremental Few-Shot Adaptation for Non-Prehensile Object Manipulation Using Parallelizable Physics Simulators

Few-shot adaptation is an important capability for intelligent robots that perform tasks in open-world settings such as everyday environments or flexible production. In this paper, we propose a novel approach for non-prehensile manipulation which incrementally adapts a physics-based dynamics model f