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1,992 Results Found

  • Review
  • Open Access
30 Citations
9,356 Views
37 Pages

Review of Learning-Based Robotic Manipulation in Cluttered Environments

  • Marwan Qaid Mohammed,
  • Lee Chung Kwek,
  • Shing Chyi Chua,
  • Arafat Al-Dhaqm,
  • Saeid Nahavandi,
  • Taiseer Abdalla Elfadil Eisa,
  • Muhammad Fahmi Miskon,
  • Mohammed Nasser Al-Mhiqani,
  • Abdulalem Ali and
  • Mohammed Abaker
  • + 1 author

18 October 2022

Robotic manipulation refers to how robots intelligently interact with the objects in their surroundings, such as grasping and carrying an object from one place to another. Dexterous manipulating skills enable robots to assist humans in accomplishing...

  • Article
  • Open Access
6 Citations
3,324 Views
12 Pages

Robotic Manipulation in the Ceramic Industry

  • Rogério Torres and
  • Nuno Ferreira

14 December 2022

Robotic manipulation, an area inside the field of industrial automation and robotics, consists of using a robotic arm to guide and grasp a desired object through actuators such as a vacuum or fingers, among others. Some objects, such as fragile ceram...

  • Review
  • Open Access
163 Citations
48,397 Views
35 Pages

A Survey on Deep Reinforcement Learning Algorithms for Robotic Manipulation

  • Dong Han,
  • Beni Mulyana,
  • Vladimir Stankovic and
  • Samuel Cheng

5 April 2023

Robotic manipulation challenges, such as grasping and object manipulation, have been tackled successfully with the help of deep reinforcement learning systems. We give an overview of the recent advances in deep reinforcement learning algorithms for r...

  • Review
  • Open Access
5 Citations
7,266 Views
22 Pages

A Review of Touching-Based Underwater Robotic Perception and Manipulation

  • Jia Sun,
  • Qifeng Zhang,
  • Yu Lu,
  • Bingding Huang and
  • Qiang Li

10 January 2025

This review focuses on touching-based underwater robotic perception and manipulation, and provides a comprehensive overview of the current research landscape. We begin by examining underwater tactile sensors, discussing their basic types and recent a...

  • Article
  • Open Access
3 Citations
6,162 Views
16 Pages

Hierarchical Understanding in Robotic Manipulation: A Knowledge-Based Framework

  • Runqing Miao,
  • Qingxuan Jia,
  • Fuchun Sun,
  • Gang Chen and
  • Haiming Huang

10 January 2024

In the quest for intelligent robots, it is essential to enable them to understand tasks beyond mere manipulation. Achieving this requires a robust parsing mode that can be used to understand human cognition and semantics. However, the existing method...

  • Article
  • Open Access
32 Citations
4,856 Views
15 Pages

Tele–Robotic Platform for Dexterous Optical Single-Cell Manipulation

  • Edison Gerena,
  • Florent Legendre,
  • Akshay Molawade,
  • Youen Vitry,
  • Stéphane Régnier and
  • Sinan Haliyo

8 October 2019

Single-cell manipulation is considered a key technology in biomedical research. However, the lack of intuitive and effective systems makes this technology less accessible. We propose a new tele–robotic solution for dexterous cell manipulation t...

  • Article
  • Open Access
39 Citations
8,755 Views
17 Pages

Closed-Loop Robotic Arm Manipulation Based on Mixed Reality

  • Dimitris Mourtzis,
  • John Angelopoulos and
  • Nikos Panopoulos

14 March 2022

Robotic manipulators have become part of manufacturing systems in recent decades. However, in the realm of Industry 4.0, a new type of manufacturing cell has been introduced—the so-called collaborative manufacturing cell. In such collaborative...

  • Review
  • Open Access
2,039 Views
31 Pages

A Review of Mechanical Design Approaches for Balanced Robotic Manipulation

  • Yash J. Vyas,
  • Volkert van der Wijk and
  • Silvio Cocuzza

26 October 2025

Robot manipulators are suitable for many industrial tasks, such as assembly and pick-and-place operations. However, high-acceleration motions result in shaking forces and moments to the base, which can cause vibration of the manipulator and instabili...

  • Article
  • Open Access
10 Citations
5,372 Views
12 Pages

Bridging Locomotion and Manipulation Using Reconfigurable Robotic Limbs via Reinforcement Learning

  • Haoran Sun,
  • Linhan Yang,
  • Yuping Gu,
  • Jia Pan,
  • Fang Wan and
  • Chaoyang Song

Locomotion and manipulation are two essential skills in robotics but are often divided or decoupled into two separate problems. It is widely accepted that the topological duality between multi-legged locomotion and multi-fingered manipulation shares...

  • Article
  • Open Access
1 Citations
2,258 Views
28 Pages

To achieve obstacle-avoiding puncture in breast interventional surgery, a robotics system based on three-fingered breast target-point manipulation is proposed and designed. Firstly, based on the minimum number of control points required for three-dim...

  • Article
  • Open Access
163 Citations
24,029 Views
13 Pages

Deep Reinforcement Learning for the Control of Robotic Manipulation: A Focussed Mini-Review

  • Rongrong Liu,
  • Florent Nageotte,
  • Philippe Zanne,
  • Michel de Mathelin and
  • Birgitta Dresp-Langley

24 January 2021

Deep learning has provided new ways of manipulating, processing and analyzing data. It sometimes may achieve results comparable to, or surpassing human expert performance, and has become a source of inspiration in the era of artificial intelligence....

  • Article
  • Open Access
8 Citations
5,922 Views
18 Pages

13 May 2021

This study proposes a novel hybrid imitation learning (HIL) framework in which behavior cloning (BC) and state cloning (SC) methods are combined in a mutually complementary manner to enhance the efficiency of robotic manipulation task learning. The p...

  • Article
  • Open Access
3,092 Views
18 Pages

22 December 2022

Most of the humanoid social robots currently diffused are designed only for verbal and animated interactions with users, and despite being equipped with two upper arms for interactive animation, they lack object manipulation capabilities. In this pap...

  • Proceeding Paper
  • Open Access
3 Citations
3,894 Views
10 Pages

4 December 2023

Industrial robots are used in a variety of industrial process tasks, and due to the complexity of the environment in which these systems are deployed, more robust and accurate control methods are required. Deep reinforcement learning emerges as a com...

  • Article
  • Open Access
2,492 Views
18 Pages

26 September 2025

This article presents a deep reinforcement learning (DRL) approach for adaptive robotic grasping in dynamic environments. We developed UR5GraspingEnv, a PyBullet-based simulation environment integrated with OpenAI Gym, to train a UR5 robotic arm with...

  • Review
  • Open Access
61 Citations
12,211 Views
26 Pages

20 November 2018

This paper aims to provide a comprehensive survey of recent advancements in modelling and autonomous manipulation of non-rigid objects. It first summarizes the recent advances in sensing and modelling of such objects with a focus on describing the me...

  • Article
  • Open Access
18 Citations
6,948 Views
18 Pages

A Bimanual Robotic Teleoperation Architecture with Anthropomorphic Hybrid Grippers for Unstructured Manipulation Tasks

  • Guoniu Zhu,
  • Xiao Xiao,
  • Changsheng Li,
  • Jin Ma,
  • Godwin Ponraj,
  • A. V. Prituja and
  • Hongliang Ren

19 March 2020

Bimanual telemanipulation is vital for facilitating robots to complete complex and dexterous tasks that involve two handheld objects under teleoperation scenarios. However, the bimanual configuration introduces higher complexity, dynamics, and uncert...

  • Article
  • Open Access
1 Citations
1,927 Views
17 Pages

20 November 2024

Humans typically make decisions based on past experiences and observations, while in the field of robotic manipulation, the robot’s action prediction often relies solely on current observations, which tends to make robots overlook environmental...

  • Article
  • Open Access
26 Citations
5,126 Views
21 Pages

High-Speed Autonomous Robotic Assembly Using In-Hand Manipulation and Re-Grasping

  • Taewoong Kang,
  • Jae-Bong Yi,
  • Dongwoon Song and
  • Seung-Joon Yi

23 December 2020

This paper presents an autonomous robotic assembly system for Soma cube blocks, which, after observing the individual blocks and their assembled shape, quickly plans and executes the assembly motion sequence that picks up each block and incrementally...

  • Article
  • Open Access
2 Citations
3,481 Views
23 Pages

29 November 2024

This paper explores the application of Inverse Reinforcement Learning (IRL) in robotics, focusing on inferring reward functions from expert demonstrations of robot arm manipulation tasks. By leveraging IRL, we aim to develop efficient and adaptable t...

  • Article
  • Open Access
8 Citations
3,296 Views
49 Pages

Motion-Tracking Control of Mobile Manipulation Robotic Systems Using Artificial Neural Networks for Manufacturing Applications

  • Daniel Galvan-Perez,
  • Francisco Beltran-Carbajal,
  • Ivan Rivas-Cambero,
  • Hugo Yañez-Badillo,
  • Antonio Favela-Contreras and
  • Ruben Tapia-Olvera

12 August 2023

Robotic systems have experienced exponential growth in their utilization for manufacturing applications over recent decades. Control systems responsible for executing desired robot motion planning face increasingly stringent performance requirements....

  • Article
  • Open Access
1 Citations
3,355 Views
18 Pages

Development of an Aerial Manipulation System Using Onboard Cameras and a Multi-Fingered Robotic Hand with Proximity Sensors

  • Ryuki Sato,
  • Etienne Marco Badard,
  • Chaves Silva Romulo,
  • Tadashi Wada and
  • Aiguo Ming

15 January 2025

Recently, aerial manipulations are becoming more and more important for the practical applications of unmanned aerial vehicles (UAV) to choose, transport, and place objects in global space. In this paper, an aerial manipulation system consisting of a...

  • Article
  • Open Access
3,196 Views
18 Pages

19 August 2023

We present a novel framework, multi-view unified reinforcement learning for robotic manipulation (MURM), which efficiently utilizes multiple camera views to train a goal-conditioned policy for a robot to perform complex tasks. The MURM framework cons...

  • Article
  • Open Access
1,312 Views
18 Pages

Despite rapid advances in robot learning, the coordination of closed-loop manipulation in cluttered environments remains a challenging and relatively underexplored problem. We present a novel two-level hierarchical architecture for a depth vision-equ...

  • Article
  • Open Access
9 Citations
5,769 Views
18 Pages

Grasp Planning Pipeline for Robust Manipulation of 3D Deformable Objects with Industrial Robotic Hand + Arm Systems

  • Lazher Zaidi,
  • Juan Antonio Corrales Ramon,
  • Laurent Sabourin,
  • Belhassen Chedli Bouzgarrou and
  • Youcef Mezouar

6 December 2020

In the grasping and manipulation of 3D deformable objects by robotic hands, the physical contact constraints between the fingers and the object have to be considered in order to validate the robustness of the task. Nevertheless, previous works rarely...

  • Review
  • Open Access
6 Citations
6,770 Views
42 Pages

Tendon-Driven Continuum Robots for Aerial Manipulation—A Survey of Fabrication Methods

  • Anuraj Uthayasooriyan,
  • Fernando Vanegas,
  • Amir Jalali,
  • Krishna Manaswi Digumarti,
  • Farrokh Janabi-Sharifi and
  • Felipe Gonzalez

17 June 2024

Aerial manipulators have seen a rapid uptake for multiple applications, including inspection tasks and aerial robot–human interaction in building and construction. Whilst single degree of freedom (DoF) and multiple DoF rigid link manipulators (...

  • Article
  • Open Access
13 Citations
6,344 Views
15 Pages

Vision for Robust Robot Manipulation

  • Ester Martinez-Martin and
  • Angel P. del Pobil

6 April 2019

Advances in Robotics are leading to a new generation of assistant robots working in ordinary, domestic settings. This evolution raises new challenges in the tasks to be accomplished by the robots. This is the case for object manipulation where the de...

  • Article
  • Open Access
3 Citations
2,910 Views
18 Pages

11 July 2021

In our study a robot was used to deliver objects for measurement into the Equator gauging system. To investigate the robot’s manipulation influence on dimensional measurements, the robot’s tasks were divided into basic functions. Based on these basic...

  • Article
  • Open Access
13 Citations
8,135 Views
27 Pages

17 May 2019

Industrial robotics is a continuously developing domain, as industrial robots have demonstrated to possess benefits with regard to robotic automation solutions in the industrial automation field. In this article, a new robotic deburring methodology f...

  • Communication
  • Open Access
10 Citations
3,482 Views
11 Pages

Manipulability Optimization of a Rehabilitative Collaborative Robotic System

  • Giorgia Chiriatti,
  • Alessandro Bottiglione and
  • Giacomo Palmieri

The use of collaborative robots (or cobots) in rehabilitation therapies is aimed at assisting and shortening the patient’s recovery after neurological injuries. Cobots are inherently safe when interacting with humans and can be programmed in di...

  • Article
  • Open Access
39 Citations
6,509 Views
11 Pages

Finite-Time Disturbance Observer for Robotic Manipulators

  • Pengfei Cao,
  • Yahui Gan and
  • Xianzhong Dai

25 April 2019

Robotic manipulators may be subject to different types of disturbances such as unknown payloads, unmodeled dynamics, and environment interaction forces. Observing these unknown disturbances in robotic manipulators is fundamental in many robotic appli...

  • Article
  • Open Access
10 Citations
5,506 Views
17 Pages

Comply with Me: Using Design Manipulations to Affect Human–Robot Interaction in a COVID-19 Officer Robot Use Case

  • Ela Liberman-Pincu,
  • Amit David,
  • Vardit Sarne-Fleischmann,
  • Yael Edan and
  • Tal Oron-Gilad

This study examines the effect of a COVID-19 Officer Robot (COR) on passersby compliance and the effects of its minor design manipulations on human–robot interaction. A robotic application was developed to ensure participants entering a public buildi...

  • Article
  • Open Access
2 Citations
4,150 Views
21 Pages

5 October 2022

We introduce a kinematic graph in this article. A kinematic graph results from structuring the data obtained from the sampling method for sampling-based motion planning algorithms in robotics with the motivation to adapt the method to the positioning...

  • Review
  • Open Access
5 Citations
5,007 Views
28 Pages

Fault Types and Diagnostic Methods of Manipulator Robots: A Review

  • Yuepeng Zhang,
  • Jun Wu,
  • Bo Gao,
  • Linzhong Xia,
  • Chen Lu,
  • Hui Wang and
  • Guangzhong Cao

10 March 2025

Manipulator robots hold significant importance for the development of intelligent manufacturing and industrial transformation. Manufacturers and users are increasingly focusing on fault diagnosis for manipulator robots. The voltage, current, speed, t...

  • Review
  • Open Access
76 Citations
6,014 Views
29 Pages

A Review on Fractional-Order Modelling and Control of Robotic Manipulators

  • Kishore Bingi,
  • B Rajanarayan Prusty and
  • Abhaya Pal Singh

Robot manipulators are widely used in many fields and play a vital role in the assembly, maintenance, and servicing of future complex in-orbit infrastructures. They are also helpful in areas where it is undesirable for humans to go, for instance, dur...

  • Article
  • Open Access
5 Citations
3,938 Views
21 Pages

28 October 2021

Six degree-of-freedom (6-DOF) robotic manipulators have been increasingly adopted in various applications in industries due to various advantages, such as large operation space, more degrees of freedom, low cost, easy placement, and convenient progra...

  • Article
  • Open Access
13 Citations
5,987 Views
20 Pages

Annual cane pruning of grape vineyards is a time-consuming and labor-intensive job, but no mechanized or automatic way has been developed to do it yet. Robotic pruning can be a perfect alternative to human labor. This article proposes a systematic se...

  • Article
  • Open Access
1,524 Views
14 Pages

20 November 2023

In general, a multiple robotic manipulator system (MRMS) with uncertainties can be considered a composition system with a robotic manipulator subsystem (RMS) and a communication strength subsystem (CSS), and both subsystems are coupled to each other....

  • Article
  • Open Access
17 Citations
9,187 Views
13 Pages

4 January 2019

This paper presents the design and implementation of a dual-arm soft robotic manipulator. It consists of two soft manipulators, which are driven by pneumatic actuators. Each soft manipulator is composed of three soft modules, and each module includes...

  • Article
  • Open Access
18 Citations
4,145 Views
20 Pages

26 July 2019

A novel robot capable of performing maintenance and inspection tasks for railway bridges is proposed in this paper. Termed CMBOT (climbing manipulator robot), the robot is a combination of a five-degrees-of-freedom (5-Dof) biped climbing robot with t...

  • Article
  • Open Access
1,604 Views
19 Pages

17 April 2024

This paper presents a study on optimal design to determine the installation position and link lengths of a robot within a designated workspace for welding, aiming to minimize singularities during the robot’s motion. Bi-objective functions are f...

  • Feature Paper
  • Article
  • Open Access
28 Citations
4,347 Views
17 Pages

Dual-Manipulator Optimal Design for Apple Robotic Harvesting

  • Zicong Xiong,
  • Qingchun Feng,
  • Tao Li,
  • Feng Xie,
  • Cheng Liu,
  • Le Liu,
  • Xin Guo and
  • Chunjiang Zhao

9 December 2022

In order to ensure canopy area coverage with the most compact mechanical configuration possible, this paper proposes a configuration optimization design method of dual-manipulator to meet the research and development needs of an apple-efficient harve...

  • Proceeding Paper
  • Open Access
1,786 Views
9 Pages

From Human-Computer Interaction to Human-Robot Manipulation

  • Shuwei Guo,
  • Cong Yang,
  • Zhizhong Su,
  • Wei Sui,
  • Xun Liu,
  • Minglu Zhu and
  • Tao Chen

25 September 2025

The evolution of Human–Computer Interaction (HCI) has laid the foundation for more immersive and dynamic forms of communication between humans and machines. Building on this trajectory, this work introduces a significant advancement in the doma...

  • Article
  • Open Access
15 Citations
4,629 Views
19 Pages

Method for Robot Manipulator Joint Wear Reduction by Finding the Optimal Robot Placement in a Robotic Cell

  • Tomáš Kot,
  • Zdenko Bobovský,
  • Aleš Vysocký,
  • Václav Krys,
  • Jakub Šafařík and
  • Roman Ružarovský

10 June 2021

We describe a method for robotic cell optimization by changing the placement of the robot manipulator within the cell in applications with a fixed end-point trajectory. The goal is to reduce the overall robot joint wear and to prevent uneven joint we...

  • Article
  • Open Access
6 Citations
2,927 Views
20 Pages

15 March 2024

In this study, groundbreaking software has been developed to automate the generation of equations of motion for manipulator robots with varying configurations and degrees of freedom (DoF). The implementation of three algorithms rooted in the Lagrange...

  • Article
  • Open Access
10 Citations
4,953 Views
11 Pages

An Approach to the Dynamics and Control of Uncertain Robot Manipulators

  • Xiaohui Yang,
  • Xiaolong Zhang,
  • Shaoping Xu,
  • Yihui Ding,
  • Kun Zhu and
  • Peter Xiaoping Liu

26 March 2019

In this paper, a novel constraint-following control for uncertain robot manipulators that is inspired by analytical dynamics is developed. The motion can be regarded as external constraints of the system. However, it is not easy to obtain explicit eq...

  • Article
  • Open Access
9 Citations
5,384 Views
27 Pages

24 November 2022

In human–robot interaction (HRI), sharing emotions between the human and robot is one of the most important elements. However, market trends suggest that being able to perform productive tasks is more important than being able to express emotio...

  • Article
  • Open Access
11 Citations
6,355 Views
15 Pages

29 October 2020

The emergence of collaborative robotics has had a great impact on the development of robotic solutions for cooperative tasks nowadays carried out by humans, especially in industrial environments where robots can act as assistants to operators. Even s...

  • Article
  • Open Access
15 Citations
4,945 Views
20 Pages

Winged Aerial Manipulation Robot with Dual Arm and Tail

  • Alejandro Suarez,
  • Pedro Grau,
  • Guillermo Heredia and
  • Anibal Ollero

12 July 2020

This paper presents the design and development of a winged aerial robot with bimanual manipulation capabilities, motivated by the current limitations of aerial manipulators based on multirotor platforms in terms of safety and range/endurance. Since t...

  • Article
  • Open Access
17 Citations
11,171 Views
11 Pages

Mathematics Model for 6-DOF Joints Manipulation Robots

  • Oleg Krakhmalev,
  • Nikita Krakhmalev,
  • Sergey Gataullin,
  • Irina Makarenko,
  • Petr Nikitin,
  • Denis Serdechnyy,
  • Kang Liang and
  • Sergey Korchagin

8 November 2021

A universal solution to an applied problem related to the study of deviations occurring in the joints of manipulation robots, for example, due to elastic deformations or gaps in them, is proposed. A mathematical (dynamic) model obtained by the Lagran...

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