2 citations · 4 across the 10 of their papers we have counts for
10 papers
Fast and Accurate: An Adaptive VLA Inference Framework through Environment-aware Model Selection
Yuewei Sun, Lang Qin, Zechuan Tian +11
Embodied intelligence demands both long-horizon reasoning and real-time closed-loop responsiveness. Recent dual-system Vision-Language-Action (VLA) architectures combine fast react…
Explicit-Implicit Subgoal Planning for Long-Horizon Tasks with Sparse Reward
Fangyuan Wang, Anqing Duan, Peng Zhou +4
The challenges inherent in long-horizon tasks in robotics persist due to the typical inefficient exploration and sparse rewards in traditional reinforcement learning approaches. To…
PSO-Based Optimal Coverage Path Planning for Surface Defect Inspection of 3C Components with a Robotic Line Scanner
Hongpeng Chen, Shengzeng Huo, Muhammad Muddassir +4
The automatic inspection of surface defects is an important task for quality control in the computers, communications, and consumer electronics (3C) industry. Conventional devices…
Efficient Robot Skill Learning with Imitation from a Single Video for Contact-Rich Fabric Manipulation
Shengzeng Huo, Anqing Duan, Lijun Han +3
Classical policy search algorithms for robotics typically require performing extensive explorations, which are time-consuming and expensive to implement with real physical platform…
A Dual-Arm Collaborative Framework for Dexterous Manipulation in Unstructured Environments with Contrastive Planning
Shengzeng Huo, Fangyuan Wang, Luyin Hu +4
Most object manipulation strategies for robots are based on the assumption that the object is rigid (i.e., with fixed geometry) and the goal's details have been fully specified (e.…
Keypoint-Based Bimanual Shaping of Deformable Linear Objects under Environmental Constraints using Hierarchical Action Planning
Shengzeng Huo, Anqing Duan, Chengxi Li +3
This paper addresses the problem of contact-based manipulation of deformable linear objects (DLOs) towards desired shapes with a dual-arm robotic system. To alleviate the burden of…
Learning Cloth Folding Tasks with Refined Flow Based Spatio-Temporal Graphs
Peng Zhou, Omar Zahra, Anqing Duan +3
Cloth folding is a widespread domestic task that is seemingly performed by humans but which is highly challenging for autonomous robots to execute due to the highly deformable natu…
Action Planning for Packing Long Linear Elastic Objects into Compact Boxes with Bimanual Robotic Manipulation
Wanyu Ma, Bin Zhang, Lijun Han +3
In this paper, we propose a new action planning approach to automatically pack long linear elastic objects into common-size boxes with a bimanual robotic system. For that, we devel…
LaSeSOM: A Latent and Semantic Representation Framework for Soft Object Manipulation
Peng Zhou, Jihong Zhu, Shengzeng Huo +1
Soft object manipulation has recently gained popularity within the robotics community due to its potential applications in many economically important areas. Although great progres…
A Robotic Line Scan System with Adaptive ROI for Inspection of Defects over Convex Free-form Specular Surfaces
Shengzeng Huo, David Navarro-Alarcon, David Chik
In this paper, we present a new robotic system to perform defect inspection tasks over free-form specular surfaces. The autonomous procedure is achieved by a six-DOF manipulator, e…