most citedGraspSplats: Efficient Manipulation with 3D Feature Splatting

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cs.RO2025

GSWorld: Closed-Loop Photo-Realistic Simulation Suite for Robotic Manipulation

Guangqi Jiang, Haoran Chang, Ri-Zhao Qiu +6

This paper presents GSWorld, a robust, photo-realistic simulator for robotics manipulation that combines 3D Gaussian Splatting with physics engines. Our framework advocates "closin…

cs.RO2025

GMT: General Motion Tracking for Humanoid Whole-Body Control

Zixuan Chen, Mazeyu Ji, Xuxin Cheng +3

The ability to track general whole-body motions in the real world is a useful way to build general-purpose humanoid robots. However, achieving this can be challenging due to the te…

cs.RO2025

Integrating LMM Planners and 3D Skill Policies for Generalizable Manipulation

Yuelei Li, Ge Yan, Annabella Macaluso +3

The recent advancements in visual reasoning capabilities of large multimodal models (LMMs) and the semantic enrichment of 3D feature fields have expanded the horizons of robotic ca…

cs.RO2024

ExBody2: Advanced Expressive Humanoid Whole-Body Control

Mazeyu Ji, Xuanbin Peng, Fangchen Liu +4

This paper tackles the challenge of enabling real-world humanoid robots to perform expressive and dynamic whole-body motions while maintaining overall stability and robustness. We…

cs.RO2024

Mobile-TeleVision: Predictive Motion Priors for Humanoid Whole-Body Control

Chenhao Lu, Xuxin Cheng, Jialong Li +6

Humanoid robots require both robust lower-body locomotion and precise upper-body manipulation. While recent Reinforcement Learning (RL) approaches provide whole-body loco-manipulat…

cs.RO2024

WildLMa: Long Horizon Loco-Manipulation in the Wild

Ri-Zhao Qiu, Yuchen Song, Xuanbin Peng +8

'In-the-wild' mobile manipulation aims to deploy robots in diverse real-world environments, which requires the robot to (1) have skills that generalize across object configurations…

cs.RO2024★ 1 cited

GraspSplats: Efficient Manipulation with 3D Feature Splatting

Mazeyu Ji, Ri-Zhao Qiu, Xueyan Zou +1

The ability for robots to perform efficient and zero-shot grasping of object parts is crucial for practical applications and is becoming prevalent with recent advances in Vision-La…