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Robotics, Volume 15, Issue 10

2026 October - 27 articles

Cover Story: Robotics (ISSN 2218-6581) aims to provide an international forum with which to report the latest developments on robotic systems in theory, design, and applications with special attention to autonomous behaviors, multi-sensor fusion, learning algorithms, system modelling, control software, smart actuators, service applications, and human–machine interaction. There is no restriction on the maximum length of the papers. Special emphasis is given to technological innovations and real-world applications.
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Articles (27)

  • Article
  • Open Access
216 Views
23 Pages

Nonlinear Model Predictive Control-Based Reverse Path-Planning and Path-Tracking Control of a Vehicle with Trailer System

  • Xincheng Cao,
  • Haochong Chen,
  • Bilin Aksun-Guvenc,
  • Levent Guvenc and ,
  • Brian Link,
  • Peter J. Richmond,
  • Dokyung Yim,
  • Shihong Fan and
  • John Harber
  • + 4 authors+ 0 author

21 October 2026

Reverse parking of a vehicle with a trailer is a challenging task to complete for human drivers due to its articulated structure, unstable reverse-motion behaviors, and unintuitive steering responses. This paper proposes a compact, trailer-centric no...

(This article belongs to the Special Issue Advanced Control and Optimization for Robotic Systems)
  • Article
  • Open Access
154 Views
22 Pages

Dynamic Scheduling for Single-Arm Biomedical Analysis Robots: A Deterministic Real-Time Approach

  • Plácido Fernández-Cuevas,
  • Juan M. Montes-Sánchez,
  • Pablo Sánchez-Cuevas,
  • Ángel Jiménez-Fernández and ,
  • Saturnino Vicente-Díaz and
  • Antón Civit-Balcels
  • + 1 author+ 0 author

20 October 2026

Automated slide stainers usually protect incubation timing by running one technique at a time or processing slides in fixed batches, which leaves the robotic arm idle while samples incubate. This paper presents the dynamic scheduler of a slide-staini...

(This article belongs to the Special Issue Development of Biomedical Robotics, 2nd Edition)
  • Article
  • Open Access
151 Views
27 Pages

20 October 2026

Precision agriculture requires robotic platforms capable of covering large cultivation areas while providing accurate positioning for localized crop monitoring and management operations. Cable-driven parallel robots (CDPRs) offer large workspaces and...

(This article belongs to the Section Agricultural and Field Robotics)
  • Systematic Review
  • Open Access
457 Views
40 Pages

19 October 2026

Quadruped robots are increasingly used for industrial inspection because they can traverse stairs, clutter, and uneven terrain built for people. This paper presents a Systematic Literature Review (SLR), following the Preferred Reporting Items for Sys...

(This article belongs to the Special Issue Legged Robots into the Real World, 3rd Edition)
  • Review
  • Open Access
358 Views
57 Pages

Vision–Language–Action Models for Robotic Manipulation: A Critical Review of Design Choices, Evidence, and Emerging Frontiers

  • Linh Manh Nguyen Dinh,
  • Ha Hoang Nguyen,
  • Tao Quoc Ngo,
  • Hieu Dinh Duong and
  • Thanh Thi Dao

19 October 2026

Vision–Language–Action (VLA) models aim to unify perception, language grounding, and robot control, yet recent progress in robotic manipulation remains difficult to compare because systems differ widely in observation modalities, action interfaces, e...

(This article belongs to the Special Issue AI-Powered Robotic Systems: Learning, Perception and Decision-Making)
  • Article
  • Open Access
194 Views
23 Pages

19 October 2026

This paper presents a novel mechanical design framework for robotic manipulators used in precision agriculture operations, specifically vineyard spraying. Objective functions were formulated from the kinematic and dynamic models to assess kinematic d...

(This article belongs to the Section Agricultural and Field Robotics)
  • Article
  • Open Access
194 Views
21 Pages

Separating Execution and Target Selection in Vision–Language–Action Evaluation: A VLABench Case Study

  • Nurgali Kadyrbek,
  • Madina Mansurova,
  • Zhuldyz Talasbayeva and
  • Zhadyra Zhumasheva

17 October 2026

Task failure alone cannot distinguish limited robot execution from incorrect target selection. We evaluate released SmolVLA and π0 policies in VLABench using family-matched native controls, same-state trusted and null instructions, online symmetri...

(This article belongs to the Section AI in Robotics)
  • Article
  • Open Access
321 Views
26 Pages

17 October 2026

With the advancement of exoskeleton technology, the need for accurate adaptation to users’ movements for effective human–exoskeleton interaction is paramount. Therefore, predicting lower-limb joint trajectories, including hip, knee and an...

(This article belongs to the Section AI in Robotics)
  • Article
  • Open Access
348 Views
26 Pages

16 October 2026

Robotic grasping based on monocular vision remains challenging due to perception uncertainty, pixel-to-world mapping errors, and a tight per-frame budget. This paper presents a lightweight vision-based multi-object robotic grasping framework that int...

(This article belongs to the Special Issue Artificial Vision Systems for Robotics)
  • Article
  • Open Access
254 Views
36 Pages

Perception–Affordance–Action: The Case of Agricultural Robots and Vehicles

  • Juvenal Duval Ngakeu,
  • Deborah Nsamba,
  • Alben Cardenas and
  • Amin Ghobadpour

13 October 2026

The perception–affordance–action loop constitutes a fundamental framework for enabling advanced capabilities in semi-autonomous and autonomous robots. By allowing for robots to perceive their environment, interpret actionable possibilitie...

(This article belongs to the Section Agricultural and Field Robotics)
  • Article
  • Open Access
468 Views
15 Pages

Pickalo: Leveraging 6D Pose Estimation and Deep Stereo Matching for Industrial Bin Picking

  • Alessandro Tarsi,
  • Matteo Mastrogiuseppe,
  • Saverio Taliani,
  • Simone Cortinovis and
  • Ugo Pattacini

12 October 2026

Bin picking in industrial environments remains challenging due to the high cost of industrial 3D sensors and the typical requirement of structured-light projectors. We present Pickalo, a modular pipeline designed to reduce the setup complexity of ind...

(This article belongs to the Section Industrial Robots and Automation)
  • Article
  • Open Access
259 Views
24 Pages

Bioinspired Soft Modular Robotic Cubes as Building Blocks for Adaptive Machines

  • Harold Valenzuela-Coloma,
  • Carolina Silva-Plata,
  • Ricardo-Franco Mendoza-García,
  • Rubén Fernández Urrutia and
  • Juan Cristóbal Zagal

12 October 2026

Living organisms exhibit remarkable adaptability through distributed actuation and continuous deformation, thereby inspiring new paradigms in soft robotics. This paper presents a family of bioinspired heterogeneous soft modular robotic cubes designed...

(This article belongs to the Topic Bio-Inspired, Biomedical, Surgical, Social and AI-Integrated Bio-Mechanical Robotics)
  • Article
  • Open Access
317 Views
38 Pages

12 October 2026

Greeting in social robotics is typically studied as a first-encounter event performed by a discrete, often humanoid agent. This paper reframes greeting as adaptive spatial acknowledgment: a non-humanoid, environment-scale operation conveying presence...

(This article belongs to the Topic Bio-Inspired, Biomedical, Surgical, Social and AI-Integrated Bio-Mechanical Robotics)
  • Article
  • Open Access
208 Views
20 Pages

10 October 2026

The design of a vision-based guidance robust controller for road following on a fixed-wing unmanned aerial vehicle (UAV) is presented in this study. The proposed scheme is composed of a control module including a robust hierarchical flight controller...

(This article belongs to the Special Issue UAV Systems and Swarm Robotics: 2nd Edition)
  • Article
  • Open Access
280 Views
35 Pages

Design, Modeling, and Experimental Evaluation of a Bistable Shape Memory Alloy—Actuated Biomimetic Robotic Fish for Low-Noise Underwater Propulsion

  • Amal Prakash,
  • Arunav Harilal,
  • Amal Chandran Jayachandran,
  • Charbel Tawk and ,
  • Karthik Venkitaraman Shankar and
  • Arunkumar Subbaiah
  • + 1 author+ 0 author

9 October 2026

This work presents the design, modeling, and experimental evaluation of a biomimetic robotic fish actuated by shape memory alloy (SMA) wires integrated with a bistable polyethylene terephthalate glycol (PETG) caudal mechanism. Inspired by the general...

(This article belongs to the Special Issue Autonomous Robotics for Exploration)
  • Article
  • Open Access
645 Views
29 Pages

30 September 2026

Maintaining upright stability in tandem-wheel robotic systems is particularly challenging during stationary and low-speed operation, where steering-induced stabilization and gyroscopic effects become limited. Also, alternative mechanisms such as reac...

(This article belongs to the Section Sensors and Control in Robotics)
  • Article
  • Open Access
337 Views
20 Pages

Vision on the Warehouse Floor: Perceptive HRI for Autonomous Forklifts

  • Magnus Jung,
  • Thorsten Hempel,
  • Paul Schulz and
  • Ayoub Al-Hamadi

30 September 2026

Autonomous forklifts in dynamic industrial facilities must simultaneously solve precise pallet perception and safe, accountable human–robot interaction, challenges that have rarely been tackled together on real edge hardware. To address this, w...

(This article belongs to the Special Issue Artificial Vision Systems for Robotics)
  • Article
  • Open Access
391 Views
30 Pages

Control System Design of a Pitch-Decoupled VTOL UAV Using Reinforcement Learning

  • Nerses Nersisyan,
  • Jacob Apkarian,
  • Haykanush Darbinyan,
  • Karlen Begoyan and ,
  • Vahan Manukyan,
  • Armand Karapetyan,
  • Zaven Khanamiryan,
  • Gagik Kirakosyan and
  • Oleg Gasparyan
  • + 4 authors+ 0 author

29 September 2026

The paper presents the design, development, and simulation of an intelligent control system for the pitch-decoupled vertical takeoff and landing (VTOL) unmanned aerial vehicle (UAV). In contrast to conventional tilt-rotor VTOL UAVs, the mechanical st...

(This article belongs to the Section AI in Robotics)
  • Article
  • Open Access
319 Views
32 Pages

29 September 2026

This paper presents ROTOTILLER (Rolling Optimization of Tasks and Online Trajectories Integrating Local Lookahead Extended Routing), an extension of the extended-SPADES framework for integrated task allocation and fleet navigation in dynamic logistic...

(This article belongs to the Section Industrial Robots and Automation)
  • Article
  • Open Access
291 Views
19 Pages

An Operating Strategy Estimation Framework with Risk-Aware Motion Suppression: A Study Using the JIGSAWS Dataset

  • Zihang Lyu,
  • Ken’ichi Koyanagi,
  • Hiroyuki Masuta,
  • Ahmed Almassri and ,
  • Fengyu Li and
  • Kei Sawai
  • + 1 author+ 0 author

29 September 2026

Leader–follower robots employ teleoperation, enabling flexible and safe operation. A robotic surgical system, as a typical leader–follower system, enables remote manipulation in minimally invasive surgery. However, inappropriate operator...

(This article belongs to the Section Medical Robotics and Service Robotics)
  • Article
  • Open Access
340 Views
20 Pages

29 September 2026

Digital solenoid valves (DSVs) offer a lightweight and cost-effective alternative to proportional pressure control valves (PPCVs) in pneumatic robotic systems. Pulse-width modulation (PWM) is commonly employed to manage DSVs, emulating proportional b...

(This article belongs to the Special Issue IFToMM for Sustainable Development Goals: Contributions from I4SDG 2025 Conference)
  • Article
  • Open Access
539 Views
17 Pages

ROSNavBench: An Automated Benchmarking Framework for Systematic Planner–Controller Selection in Mobile Robotics

  • Fatimah Alahmed,
  • Khaled Gabr,
  • Mohamed Abdelkader,
  • Imen Jarraya and ,
  • Abdulrahman S. Al-Batati,
  • Anis Koubaa and
  • Wadii Boulila
  • + 2 authors+ 0 author

29 September 2026

Autonomous mobile robots need reliable path planning and local execution. Plenty of tools exist to evaluate either global planners or controllers. The open-source automated frameworks built for Robot Operating System 2 (ROS 2) do not measure computat...

(This article belongs to the Section Sensors and Control in Robotics)
  • Article
  • Open Access
315 Views
15 Pages

Semi-Supervised Bird’s-Eye-View Mapping for Self-Balancing Exoskeletons Using RGB-D Sensing

  • Sahar Leisiazar,
  • Behzad Peykari,
  • Siamak Arzanpour,
  • Farshid Najafi and
  • Edward J. Park

28 September 2026

We present a novel mapping approach for lower-limb exoskeletons that generates real-time, robot-centric bird’s-eye view (BEV) occupancy maps to support safe and efficient local navigation. This work focuses on a self-balancing wearable humanoid...

(This article belongs to the Special Issue AI for Robotic Exoskeletons and Prostheses, 2nd Edition)
  • Article
  • Open Access
266 Views
30 Pages

27 September 2026

Continuum robot arms offer compliance and confined-space dexterity that rigid-link manipulators cannot match, but each published design is built around a fixed structural configuration serving a single motion type, so that finger-like, planar, and sp...

(This article belongs to the Special Issue Dynamic Modeling and Model-Based Control of Soft Robots)
  • Article
  • Open Access
1,047 Views
31 Pages

Lending a Hand: Design of a Modular Wearable Robotic Arm with a Foot Control System

  • Peter L. Bishay,
  • Katsuki Yasuda,
  • Yaroslav Tretiak,
  • Sergio D. Rivas and ,
  • Justin Brown,
  • Hao Phan,
  • Matthew Portillo,
  • Kainen Shaw,
  • Kurt Trocino and
  • Abdulrahman Al-Dulaimi
  • + 6 authors+ 1 author

27 September 2026

The “Maestro Arm,” presented in this paper, is a modular wearable robotic arm with a five-fingered hand and wrist, elbow, and shoulder joints. The arm attaches to a waist belt to serve as a wearable third arm and can detach from its shoul...

(This article belongs to the Special Issue From Research to Healthcare: Translational Advances in Robotic Rehabilitation, Assistance, and Prosthetics)
  • Article
  • Open Access
228 Views
16 Pages

27 September 2026

Reciprocal waiting can stop decentralized robots at symmetric intersections even when local commands maintain separation. RingBreak uses a local conflict core estimate, queueing, clockwise orbiting, release point recovery, and an empirical velocity p...

(This article belongs to the Special Issue Multi-Robot Systems for Environmental Monitoring and Intervention)
  • Article
  • Open Access
346 Views
26 Pages

22 September 2026

Retrieving target objects in severe clutter requires multi-step reasoning to establish valid obstacle removal sequences. While recent Vision–Language Models (VLMs) have advanced instruction-driven clutter grasping, existing paradigms lack expli...

(This article belongs to the Section AI in Robotics)
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Robotics - ISSN 2218-6581