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233 Results Found

  • Article
  • Open Access
19 Citations
4,375 Views
19 Pages

28 November 2022

Task planning involving multiple unmanned aerial vehicles (UAVs) is one of the main research topics in the field of cooperative unmanned aerial vehicle control systems. This is a complex optimization problem where task allocation and path planning ar...

  • Article
  • Open Access
14 Citations
3,116 Views
29 Pages

Task Allocation and Sequence Planning for Human–Robot Collaborative Disassembly of End-of-Life Products Using the Bees Algorithm

  • Jun Huang,
  • Sheng Yin,
  • Muyao Tan,
  • Quan Liu and ,
  • Ruiya Li and
  • Duc Pham
  • + 1 author+ 0 author

11 November 2024

Remanufacturing, which benefits the environment and saves resources, is attracting increasing attention. Disassembly is arguably the most critical step in the remanufacturing of end-of-life (EoL) products. Human–robot collaborative disassembly...

(This article belongs to the Special Issue Intelligent Human–Robot Interaction: 3rd Edition)
  • Article
  • Open Access
7 Citations
4,709 Views
19 Pages

The robot task sequencing problem and trajectory planning problem are two important issues in the robotic optimization domain and are solved sequentially in two separate levels in traditional studies. This paradigm disregards the potential synergisti...

(This article belongs to the Special Issue Bioinspired Artificial Intelligence Applications)
  • Article
  • Open Access
1 Citations
1,474 Views
31 Pages

25 November 2025

In Robotic Mobile Fulfillment Systems (RMFS), the tight coupling between Task Allocation and Sequencing (TAS) and Conflict-free Path Planning (CPP) poses substantial complexities for operational-level coordination. This paper presents a Bi-Level Prog...

  • Article
  • Open Access
3 Citations
3,016 Views
20 Pages

Multirobot Task Planning Method Based on the Energy Penalty Strategy

  • Lidong Liang,
  • Liangheng Zhu,
  • Wenyou Jia and
  • Xiaoliang Cheng

13 April 2023

In multirobot task planning, the goal is to meet the multi-objective requirements of the optimal and balanced energy consumption of robots. Thus, this paper introduces the energy penalty strategy into the GA (genetic algorithm) to achieve the optimiz...

  • Article
  • Open Access
23 Citations
7,487 Views
13 Pages

A Robust Robotic Disassembly Sequence Design Using Orthogonal Arrays and Task Allocation

  • Mohammad Alshibli,
  • Ahmed ElSayed,
  • Elif Kongar,
  • Tarek Sobh and
  • Surendra M. Gupta

Disassembly sequence planning (DSP) is a nondeterministic polynomial time (NP) complete problem, making the utilization of metaheuristic approaches a viable alternative. DSP aims at creating efficient algorithms for deriving the optimum or near-optim...

  • Article
  • Open Access
5 Citations
3,468 Views
18 Pages

Man-in-the-Loop Control and Mission Planning for Unmanned Underwater Vehicles

  • Mengxue Han,
  • Jialun Wang,
  • Jianya Yuan,
  • Zhao Wang and ,
  • Dan Yu,
  • Qianqian Zhang and
  • Hongjian Wang
  • + 2 authors+ 0 author

27 February 2024

UUVs (unmanned underwater vehicles) perform tasks in the marine environment under direction from a commander through a mother ship control system. In cases where communication is available, a UUV task re-planning system was designed to ensure task co...

(This article belongs to the Section Ocean Engineering)
  • Article
  • Open Access
8 Citations
3,200 Views
16 Pages

17 March 2025

This paper proposes a task planning method that integrates deep Q-learning network (DQN) with matrix sorting for Earth-oriented static multi-target cooperative observation tasks. The approach addresses emergent satellite failures in imaging constella...

(This article belongs to the Section Remote Sensors)
  • Article
  • Open Access
6 Citations
2,425 Views
11 Pages

Research on the Prediction Problem of Satellite Mission Schedulability Based on Bi-LSTM Model

  • Guohui Zhang,
  • Xinhong Li,
  • Xun Wang,
  • Zhibing Zhang and ,
  • Gangxuan Hu,
  • Yanyan Li and
  • Rui Zhang
  • + 2 authors+ 0 author

2 November 2022

The realization of microsatellite intelligent mission planning is the current research focus in the field of satellite planning, and mission schedulability prediction is the basis of this research. Aiming at the influence of the sequence tasks before...

(This article belongs to the Section Astronautics & Space Science)
  • Article
  • Open Access
7 Citations
3,058 Views
22 Pages

14 January 2023

This research developed a framework for electronic planning and management of facility services utilizing blockchain technology. In this framework, an electronic Facility Service Record (eFSR) in blockchain form was developed to manage and control se...

(This article belongs to the Special Issue Computational Approach Applications in Housing and Real Estate)
  • Article
  • Open Access
1 Citations
1,104 Views
22 Pages

7 May 2025

To address the challenges of low automation in tunnel wet-spraying jumbos and the heavy reliance on manual expertise for ensuring the spraying quality, this study proposes a novel task planning method for tunnel spraying operations. First, the tunnel...

  • Article
  • Open Access
  • Best Paper Award
86 Citations
12,854 Views
24 Pages

Robot-based assembly in construction has emerged as a promising solution to address numerous challenges such as increasing costs, labor shortages, and the demand for safe and efficient construction processes. One of the main obstacles in realizing th...

(This article belongs to the Special Issue Advanced Technologies in Smart Construction and Artificial Intelligence)
  • Article
  • Open Access
74 Citations
5,610 Views
20 Pages

Global fruit production costs are increasing amid intensified labor shortages, driving heightened interest in robotic harvesting technologies. Although multi-arm coordination in harvesting robots is considered a highly promising solution to this issu...

(This article belongs to the Section Fruit Production Systems)
  • Article
  • Open Access
15 Citations
4,981 Views
21 Pages

Towards Dynamic Human–Robot Collaboration: A Holistic Framework for Assembly Planning

  • Fabian Schirmer,
  • Philipp Kranz,
  • Chad G. Rose,
  • Jan Schmitt and
  • Tobias Kaupp

The combination of human cognitive skills and dexterity with the endurance and repeatability of robots is a promising approach to modern assembly. However, efficiently allocating tasks and planning an assembly sequence between humans and robots is a...

(This article belongs to the Section Systems & Control Engineering)
  • Article
  • Open Access
9 Citations
4,580 Views
22 Pages

Eye Gaze Patterns during Reasoning Provide Insights Regarding Individual Differences in Underlying Cognitive Abilities

  • Paulo Guirro Laurence,
  • Tatiana Abrão Jana,
  • Silvia A. Bunge and
  • Elizeu C. Macedo

Sequences of eye movements during performance of a reasoning task has provided insights into the strategies individuals use to solve that specific task; however, prior studies have not examined whether eye gaze metrics reflect cognitive abilities in...

(This article belongs to the Special Issue Differential Psychology and Individual Differences in Intelligence)
  • Article
  • Open Access
10 Citations
4,533 Views
14 Pages

UAV Path Planning in Multi-Task Environments with Risks through Natural Language Understanding

  • Chang Wang,
  • Zhiwei Zhong,
  • Xiaojia Xiang,
  • Yi Zhu and ,
  • Lizhen Wu,
  • Dong Yin and
  • Jie Li
  • + 2 authors+ 0 author

21 February 2023

Path planning using handcrafted waypoints is inefficient for a multi-task UAV operating in dynamic environments with potential risks such as bad weather, obstacles, or forbidden zones, among others. In this paper, we propose an automatic path plannin...

(This article belongs to the Special Issue Recent Advances in UAV Navigation)
  • Article
  • Open Access
5 Citations
4,903 Views
25 Pages

30 January 2023

An informative measurement is the most efficient way to gain information about an unknown state. We present a first-principles derivation of a general-purpose dynamic programming algorithm that returns an optimal sequence of informative measurements...

(This article belongs to the Section Multidisciplinary Applications)
  • Article
  • Open Access
1,031 Views
26 Pages

Modeling Self-Awareness in Embodied Task Planning with LLM-Driven Heuristics

  • Vincenzo Suriani,
  • Michele Brienza,
  • Francesco Argenziano,
  • Daniele Nardi and
  • Domenico D. Bloisi

Task planning for robots in real-life settings is inherently complex due to challenges such as identifying grounded sequences of actions to achieve a goal, bridging the gap between high-level planning and low-level execution, and addressing the compu...

(This article belongs to the Special Issue Field Robotics and Artificial Intelligence (AI))
  • Article
  • Open Access
11 Citations
3,252 Views
16 Pages

The development of intelligent task allocation and path planning algorithms for unmanned surface vehicles (USVs) is gaining significant interest, particularly in supporting complex ocean operations. This paper proposes an intelligent hybrid algorithm...

(This article belongs to the Special Issue Control and Navigation of Underwater Robot Systems)
  • Article
  • Open Access
7 Citations
3,120 Views
22 Pages

13 July 2022

In the wine industry, task planning is based on decision-making processes that are influenced by technical and organizational constraints as well as regulatory limitations. A characteristic constraint inherent to this sector concerns occupational ris...

(This article belongs to the Special Issue Optimization Algorithms Applied to Sustainable Production Processes)
  • Article
  • Open Access
4 Citations
2,210 Views
26 Pages

Gemini: A Cascaded Dual-Agent DRL Framework for Task Chain Planning in UAV-UGV Collaborative Disaster Rescue

  • Mengxuan Wen,
  • Yunxiao Guo,
  • Changhao Qiu,
  • Bangbang Ren and ,
  • Mengmeng Zhang and
  • Xueshan Luo
  • + 1 author+ 0 author

11 July 2025

In recent years, UAV (unmanned aerial vehicle)-UGV (unmanned ground vehicle) collaborative systems have played a crucial role in emergency disaster rescue. To improve rescue efficiency, heterogeneous network and task chain methods are introduced to c...

(This article belongs to the Special Issue Distributed Control, Optimization, and Game of UAV Swarm Systems (2nd Edition))
  • Article
  • Open Access
27 Citations
5,246 Views
15 Pages

5 November 2021

The proposed model of the neural network describes the task of planning the assembly sequence on the basis of predicting the optimal assembly time of mechanical parts. In the proposed neural approach, the k-means clustering algorithm is used. In orde...

(This article belongs to the Topic Applied Metaheuristic Computing)
  • Article
  • Open Access
2 Citations
4,938 Views
31 Pages

17 October 2025

To achieve a complete circular economy for used electric vehicle batteries, it is essential to implement a disassembly step. Given the significant diversity of battery geometries and designs, a high degree of flexibility is required for automated dis...

(This article belongs to the Special Issue Mixture of Human and Machine Intelligence in Digital Manufacturing, 2nd Edition)
  • Article
  • Open Access
2 Citations
4,371 Views
18 Pages

Graph-Based Framework on Bimanual Manipulation Planning from Cooking Recipe

  • Kota Takata,
  • Takuya Kiyokawa,
  • Natsuki Yamanobe,
  • Ixchel G. Ramirez-Alpizar and ,
  • Weiwei Wan and
  • Kensuke Harada
  • + 1 author+ 0 author

11 November 2022

It is difficult to effectively operate a dual-arm robot using only the information written in a cooking recipe. To cope with this problem, this paper proposes a graph-based approach on bimanual cooking motion planning from a cooking recipe. In our ap...

(This article belongs to the Special Issue The State-of-the-Art of Robotics in Asia)
  • Article
  • Open Access
679 Views
25 Pages

From Prediction to Planning: A Spectral-Temporal GNN and Bi-Directional Decoding RL Framework

  • Peiming Zhang,
  • Jiangang Lu,
  • Jiajia Fu,
  • Xinyue Di and ,
  • Kai Fang,
  • Jie Tang and
  • Cui Yang
  • + 2 authors+ 0 author

Accurately capturing spatiotemporal dependencies and enabling effective decision support are core challenges in Intelligent Transportation Systems (ITS). Existing research often treats traffic prediction and path planning as isolated tasks. Moreover,...

  • Article
  • Open Access
15 Citations
3,419 Views
14 Pages

13 July 2023

The recent advances in Industry 4.0 have promoted manufacturing industries towards the use of augmented reality (AR), virtual reality (VR), and mixed reality (MR) for visualization and training applications. AR assistance is extremely helpful in asse...

(This article belongs to the Special Issue Advances in Intelligent Manufacturing Systems and Process Control)
  • Article
  • Open Access
6 Citations
2,840 Views
18 Pages

23 August 2024

As the number of end-of-life products multiplies, the issue of their efficient disassembly has become a critical problem that urgently needs addressing. The field of disassembly sequence planning has consequently attracted considerable attention. In...

(This article belongs to the Collection Smart Remanufacturing)
  • Article
  • Open Access
11 Citations
2,398 Views
22 Pages

Ability-Restricted Indoor Reconnaissance Task Planning for Multiple UAVs

  • Ruowei Zhang,
  • Lihua Dou,
  • Qing Wang,
  • Bin Xin and
  • Yulong Ding

19 December 2022

For indoor multi-task planning problems of small unmanned aerial vehicles (UAVs) with different abilities, task assignment and path planning play a crucial role. The multi-dimensional requirements of reconnaissance tasks bring great difficulties to t...

(This article belongs to the Section Systems & Control Engineering)
  • Proceeding Paper
  • Open Access
1 Citations
4,130 Views
11 Pages

14 October 2025

Construction planning and scheduling, including task sequences, constraints, and interdependencies, is poorly structured within digital models such as BIM and Digital Twin and lacks effective integration with planning documents to support scheduling...

(This article belongs to the Proceedings of 7th Edition of the International Conference on Advanced Technologies for Humanity (ICATH 2025))
  • Article
  • Open Access
18 Citations
5,370 Views
13 Pages

A Time-Optimal Continuous Jerk Trajectory Planning Algorithm for Manipulators

  • Yaosheng Zhou,
  • Guirong Han,
  • Ziang Wei,
  • Zixin Huang and
  • Xubing Chen

19 October 2023

In this paper, we propose a new optimal trajectory planning method for the manipulator to optimize its operating efficiency and ensure the smoothness of the motion process. The position sequences in joint space corresponding to a specified trajectory...

  • Article
  • Open Access
9 Citations
3,939 Views
33 Pages

8 August 2022

Reactive and biased human decision-making during well construction operations can result in problems ranging from minor inefficiencies to events that can have far-reaching negative consequences for safety, environmental compliance and cost. A system...

(This article belongs to the Topic Drilling, Completion and Well Engineering for the Natural Energy Resources Extraction, Storage and Sustainable Management)
  • Article
  • Open Access
243 Views
38 Pages

Semantic Cost-Based Task Allocation for Heterogeneous Multi-Robot Systems: Load-Dependent Route and Payload-Margin Costs

  • Gungyo In,
  • Kwanghee Lee,
  • Yechan An,
  • Kyeongjin Joo and ,
  • Gihyeon Kwon and
  • Taeyong Kuc
  • + 1 author+ 0 author

12 October 2026

Heterogeneous robot fleets transport items that differ in shape and weight, and robots differ in what they can handle and where they can pass. Conventional task allocation methods often compute allocation costs and routes on a single load-invariant s...

(This article belongs to the Section Robotics and Automation)
  • Article
  • Open Access
679 Views
19 Pages

A Neuro-Symbolic Framework for LLM-Driven Task Planning and Execution in Industrial Assembly

  • Dario Antonelli,
  • Xiaolang Yang,
  • Leonardo Urbani,
  • Xuemei Liu and
  • Bo Yang

2 October 2026

This paper proposes a neuro-symbolic framework that combines large language model (LLM)-driven task planning with formal symbolic verification and reactive Behavior Tree execution to support high-precision operations in industrial assembly. While Lar...

(This article belongs to the Special Issue AI and Computer Vision in Real-World and Industrial Applications)
  • Article
  • Open Access
7 Citations
1,910 Views
25 Pages

Task Planning and Optimization for Multi-Region Multi-UAV Cooperative Inspection

  • Yangyilei Xiong,
  • Haoyu Tian,
  • Jianing Tang,
  • Jie Jin and
  • Xiaoning Shen

4 November 2025

To improve the efficiency of multi-region multi-unmanned aerial vehicle (UAV) inspection, this paper proposes a composite task planning strategy integrating the K-Means++ genetic algorithm (KMGA) and the multi-neighborhood iterative dynamic programmi...

(This article belongs to the Special Issue Mission Planning, Perception and Control for Drones in Wide-Area Operations)
  • Article
  • Open Access
2 Citations
1,523 Views
17 Pages

18 March 2026

Task analysis is a foundational component of instructional design in special education, yet it can impose substantial time and cognitive demands on teachers. Artificial intelligence (AI) tools such as ChatGPT may provide support for instructional pla...

(This article belongs to the Special Issue Human-Centered Artificial Intelligence)
  • Article
  • Open Access
19 Citations
3,855 Views
22 Pages

A Genetic Crow Search Algorithm for Optimization of Operation Sequencing in Process Planning

  • Mica Djurdjev,
  • Robert Cep,
  • Dejan Lukic,
  • Aco Antic and ,
  • Branislav Popovic and
  • Mijodrag Milosevic
  • + 1 author+ 0 author

24 February 2021

Computer-aided process planning represents the main link between computer-aided design and computer-aided manufacturing. One of the crucial tasks in computer-aided process planning is an operation sequencing problem. In order to find the optimal proc...

(This article belongs to the Special Issue Planning and Scheduling Optimization)
  • Article
  • Open Access
11 Citations
3,508 Views
23 Pages

27 June 2023

Manufacturing companies across multiple industries face an increasingly dynamic and unpredictable environment. This development can be seen on both the market and supply side. To respond to these challenges, manufacturing companies must implement sma...

(This article belongs to the Special Issue Smart Industrial System)
  • Article
  • Open Access
9 Citations
2,731 Views
26 Pages

Navigation relayed by multiple stations (NRMS) is a promising technique that can significantly extend the operational range of unmanned aerial vehicles (UAVs) and hence facilitate the execution of long-range tasks. However, NRMS employs multiple exte...

  • Article
  • Open Access
518 Views
35 Pages

CitraNav: A Lightweight Navigation Method Using Spatiotemporal Information Voxel Mapping and Model Predictive Path Integral Control for Complex Orchards

  • Hao Yu,
  • Hewen Tan,
  • Baidong Zhao,
  • Bowen Xia and ,
  • Jiaqin Yin,
  • Ze Chen and
  • Huanyu Liu
  • + 2 authors+ 0 author

28 August 2026

Canopy occlusion, dynamic vegetation, structural degeneracy, and implicit terrain risks make stable localization and task-adaptive planning difficult for resource-constrained orchard robots. This paper proposes CitraNav, a lightweight navigation meth...

(This article belongs to the Section Artificial Intelligence and Digital Agriculture)
  • Article
  • Open Access
3 Citations
5,692 Views
12 Pages

Lunar habitat design is a complex endeavor characterized by complicated task-composition, numerous internal iterations, and intense task-coupling. The design process of assembled building in terrestrial construction and the system composition of luna...

(This article belongs to the Section Architectural Design, Urban Science, and Real Estate)
  • Article
  • Open Access
11 Citations
8,039 Views
14 Pages

18 November 2021

This paper studies the production process of a shipbuilding enterprise. The company suffers from long manufacturing cycle, low utilization rate of personnel and an unbalanced production line. To solve these problems, the lean shipbuilding mode, mainl...

(This article belongs to the Topic Modern Technologies and Manufacturing Systems)
  • Article
  • Open Access
2 Citations
1,823 Views
25 Pages

Assignment Technology Based on Improved Great Wall Construction Algorithm

  • Xianjun Zeng,
  • Yao Wei,
  • Yang Yu,
  • Hanjie Hu and ,
  • Qixiang Tang and
  • Ning Hu
  • + 1 author+ 0 author

4 February 2025

The problem of allocating multiple UAV tasks is a complex combinatorial optimization challenge, involving various constraints. This paper presents an autonomous multi-UAV cooperative task allocation method based on an improved Great Wall Construction...

(This article belongs to the Special Issue Autonomous Flight of Drone: Control, Trajectory Optimization and Mission Planning: 2nd Edition)
  • Feature Paper
  • Article
  • Open Access
6 Citations
3,963 Views
11 Pages

Robot Cooking—Transferring Observations into a Planning Language: An Automated Approach in the Field of Cooking

  • Markus Schmitz,
  • Florian Menz,
  • Ruben Grunau,
  • Nils Mandischer and ,
  • Mathias Hüsing and
  • Burkhard Corves
  • + 1 author+ 0 author

7 October 2023

The recognition of human activities from video sequences and their transformation into a machine-readable form is a challenging task, which is the subject of many studies. The goal of this project is to develop an automated method for analyzing, iden...

(This article belongs to the Special Issue Feature Papers in Eng 2023)
  • Article
  • Open Access
20 Citations
12,992 Views
26 Pages

Cloud-Enhanced Robotic System for Smart City Crowd Control

  • Akhlaqur Rahman,
  • Jiong Jin,
  • Antonio Cricenti,
  • Ashfaqur Rahman and ,
  • Marimuthu Palaniswami and
  • Tie Luo
  • + 1 author+ 0 author

Cloud robotics in smart cities is an emerging paradigm that enables autonomous robotic agents to communicate and collaborate with a cloud computing infrastructure. It complements the Internet of Things (IoT) by creating an expanded network where robo...

  • Article
  • Open Access
3 Citations
2,194 Views
23 Pages

The Multi-Agentization of a Dual-Arm Nursing Robot Based on Large Language Models

  • Chuanhong Fang,
  • Xiaotian Yue,
  • Zhendong Zhao and
  • Shijie Guo

Nursing robots are designed to serve users, and their ability to interact with humans, as well as to make task-related decisions and decompositions based on such interactions, is a fundamental prerequisite for autonomous execution of nursing tasks. L...

(This article belongs to the Section Biosignal Processing)
  • Article
  • Open Access
47 Citations
11,299 Views
28 Pages

13 January 2023

In this paper, a real-time scheduling problem of a dual-resource flexible job shop with robots is studied. Multiple independent robots and their supervised machine sets form their own work cells. First, a mixed integer programming model is establishe...

(This article belongs to the Special Issue Production Scheduling and Optimization Control on Advanced Manufacturing)
  • Article
  • Open Access
24 Citations
4,727 Views
22 Pages

30 May 2019

This work addresses the multitask-based trajectory-planning problem (MTTP) for space robotics, which is an emerging application of successively executing tasks in assembly of the International Space Station. The MTTP is transformed into a parameter-o...

(This article belongs to the Special Issue Mobile Robots Navigation)
  • Article
  • Open Access
11 Citations
3,630 Views
14 Pages

Assessing a Didactic Sequence for Computational Thinking Development in Early Education Using Educational Robots

  • Adrián Pérez-Suay,
  • Ismael García-Bayona,
  • Steven Van Vaerenbergh and
  • Ana B. Pascual-Venteo

Computational thinking (CT) is increasingly incorporated into curricular planning across various educational levels in numerous countries. Presently, CT is being integrated into preschool and primary education. To effectively implement CT at the clas...

(This article belongs to the Special Issue Models and Tools for Math Education)
  • Article
  • Open Access
5 Citations
1,894 Views
28 Pages

22 August 2025

The accurate prediction of the pavement structural modulus is crucial for maintenance planning and life-cycle assessment. While recent deep learning models have improved predictive accuracy using Falling Weight Deflectometer data, challenges remain i...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
76 Citations
9,739 Views
19 Pages

11 July 2017

This paper investigates the task assignment and path planning problem for multiple AUVs in three dimensional (3D) underwater wireless sensor networks where nonholonomic motion constraints of underwater AUVs in 3D space are considered. The multi-targe...

(This article belongs to the Special Issue Sensing Technologies for Autonomy and Cooperation in Underwater Networked Robot Systems)

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