Wanjia Zhao

We introduce SiriuS, a self-improving framework for multi-agent systems that builds and refines an experience library, enhancing the system's ability to tackle complex reasoning problems with minimal supervision.

We propose a general approach that unlocks the transferability of geometric diffusion models.