3 papers
cs.RO2024
GAP-RL: Grasps As Points for RL Towards Dynamic Object Grasping
Pengwei Xie, Siang Chen, Qianrun Chen +5
Dynamic grasping of moving objects in complex, continuous motion scenarios remains challenging. Reinforcement Learning (RL) has been applied in various robotic manipulation tasks,…
cs.CV2024
Diffusion-Based Depth Inpainting for Transparent and Reflective Objects
Tianyu Sun, Dingchang Hu, Yixiang Dai +1
Transparent and reflective objects, which are common in our everyday lives, present a significant challenge to 3D imaging techniques due to their unique visual and optical properti…
cs.RO2024
Target-Oriented Object Grasping via Multimodal Human Guidance
Pengwei Xie, Siang Chen, Dingchang Hu +3
In the context of human-robot interaction and collaboration scenarios, robotic grasping still encounters numerous challenges. Traditional grasp detection methods generally analyze…