3 papers
cs.RO2025
ForeRobo: Unlocking Infinite Simulation Data for 3D Goal-driven Robotic Manipulation
Dexin wang, Faliang Chang, Chunsheng Liu
Efficiently leveraging simulation to acquire advanced manipulation skills is both challenging and highly significant. We introduce \textit{ForeRobo}, a generative robotic agent tha…
cs.RO2024
Goal State Generation for Robotic Manipulation Based on Linguistically Guided Hybrid Gaussian Diffusion
Yichen Xu, Faliang Chang, Chunsheng Liu +1
In robotic manipulation tasks, achieving a designated target state for the manipulated object is often essential to facilitate motion planning for robotic arms. Specifically, in ta…
cs.RO2024
Hierarchical Diffusion Policy: manipulation trajectory generation via contact guidance
Dexin Wang, Chunsheng Liu, Faliang Chang +1
Decision-making in robotics using denoising diffusion processes has increasingly become a hot research topic, but end-to-end policies perform poorly in tasks with rich contact and…