A comprehensive review of vision-based robotic applications: Current state, components, approaches, barriers, and potential solutions
Being an emerging technology, robotic manipulation has encountered tremendous
advancements due to technological developments starting from using sensors to artificial …
advancements due to technological developments starting from using sensors to artificial …
An efficient deep reinforcement learning algorithm for Mapless navigation with gap-guided switching strategy
Deep reinforcement learning (DRL) has recently received a lot of attention due to its better
performance compared to traditional algorithms in mapless navigation tasks. However …
performance compared to traditional algorithms in mapless navigation tasks. However …
Vision-Based Object Manipulation for Activities of Daily Living Assistance Using Assistive Robot
The increasing prevalence of upper and lower extremity (ULE) functional deficiencies
presents a significant challenge, as it restricts individuals' ability to perform daily tasks …
presents a significant challenge, as it restricts individuals' ability to perform daily tasks …
A skill programming method based on assembly motion primitive for modular assembly system
P Guo, Z Zhang, Y Liu, Y Liu, D Zhu, C Shao - IEEE Access, 2021 - ieeexplore.ieee.org
To improve the programming efficiency of automatic assembly system, a novel skill
programming framework based on task learning is proposed for modular assembly system …
programming framework based on task learning is proposed for modular assembly system …
Object Grabbing of Robotic Arm Based on OpenMV Module Positioning
J Wang, H Peng - 2023 2nd International Conference on …, 2023 - ieeexplore.ieee.org
Many robotic arms today incorporate machine vision to enhance the task diversity of robotic
arms. In this paper a robotic arm grabbing system based on the camera is introduced. Firstly …
arms. In this paper a robotic arm grabbing system based on the camera is introduced. Firstly …
Reinforcement Learning-Based Parallel Approach Control of Micro-Assembly Manipulators
J Zhang, L Bi, W Wu, K Du - 2022 14th International …, 2022 - ieeexplore.ieee.org
Micro-devices are usually assembled by micro-assembly robot operating multi-manipulators
in a narrow assembly space. To ensure assembly accuracy, manipulators are required to …
in a narrow assembly space. To ensure assembly accuracy, manipulators are required to …
Original Research Article A novel human-to-robot interaction model based on transfer expert reinforcement learning with recurrent neural network
The control tasks related to interaction tracking are mainly limited in robot manipulators-
based traditional applications. In this, the desired motivations are specified based on the …
based traditional applications. In this, the desired motivations are specified based on the …
Направления использования технологий компьютерного зрения и машинного обучения в промышленной робототехнике
ЕД Урбах, ЭА Урбах - Современные наука и образование …, 2023 - elibrary.ru
Технологии компьютерного зрения и машинного обучения широко применяются в
различных областях. В промышленных робототехнических системах эти технологии …
различных областях. В промышленных робототехнических системах эти технологии …