[HTML][HTML] Deep learning based robot cognitive architecture for collaborative assembly tasks

J Male, U Martinez-Hernandez - Robotics and Computer-Integrated …, 2023 - Elsevier
As the manufacturing industry becomes more agile, the use of collaborative robots capable
of safely working with humans is becoming more prevalent, while adaptable and natural …

Towards reliable robot packing system based on deep reinforcement learning

H Xiong, K Ding, W Ding, J Peng, J Xu - Advanced Engineering Informatics, 2023 - Elsevier
Object packing by a robot has a wide range of applications in the logistics industry. This task
requires the variable size items to be picked from piles one by one and then packed into …

An improved supervoxel clustering algorithm of 3d point clouds for the localization of industrial robots

Z Xie, P Liang, J Tao, L Zeng, Z Zhao, X Cheng… - Electronics, 2022 - mdpi.com
Supervoxels have a widespread application of instance segmentation on account of the
merit of providing a highly approximate representation with fewer data. However, low …

Control of flexible manipulator robots based on dynamic confined space of velocities: Dynamic programming approach

CAP Fernández - Journal of Robotics and Control (JRC), 2022 - journal.umy.ac.id
Linear Parameter Varying models-based Model Pre-dictive Control (LPV-MPC) has stood
out in manipulator robots because it presents well-rejection to dynamic uncertainties in …

Towards One Shot & Pick All: 3D-OAS, an end-to-end framework for vision guided top-down parcel bin-picking using 3D-overlapping-aware instance segmentation …

Y Zhao, J Yang, S Wang, X Li - Robotics and Autonomous Systems, 2023 - Elsevier
Robotic Grasping and sorting is acknowledged as the most fundamental and significant
manipulation task in industry. An ultimate goal of a Vision guided Robotic grasping system is …

Adaptive Shape-Servoing for Vision-based Robotic Manipulation with Model Estimation and Performance Regulation

F Chen - arXiv preprint arXiv:2312.06340, 2023 - arxiv.org
This paper introduces a manipulation framework for the elastic rod, including shape
representation, sensorimotor-model estimation, and shape controller. Until now, the …

Reactive task planning for robotic sequential manipulation of rigid/soft objects

W Ma - 2024 - theses.lib.polyu.edu.hk
The recent emergence of Industry 5.0 demands increased efforts towards intelligent, human-
machine collaborative, sustainable, resilient production, requiring the system to implement …

Hardware-Agnostic Behavior Trees: Towards Generic Robot Behavior Design

W El-Ariss, N Daher, I Elhajj - Available at SSRN 4215326 - papers.ssrn.com
Decision-Making (DM) algorithms are an essential component of autonomous agents that
control the behavior of Non-Player Characters (NPCs) in computer games, as well as the …