Learning Task and Motion Plans from Real Demonstrations with Hybrid Flow Matching

Zuleika Redondo Garcia, Andreu Matoses Gimenez, Javier Alonso-Mora

Long-horizon mobile manipulation requires a task plan and the motion that executes it. Generative planners trained on demonstration produce both in one pass, requiring neither a sy…