TopoCut: Learning Multi-Step Cutting with Spectral Rewards and Discrete Diffusion Policies

Liquan Wang, Jiangjie Bian, Eric Heiden +1

Robotic manipulation tasks involving cutting deformable objects remain challenging due to complex topological behaviors, difficulties in perceiving dense object states, and the lac…