Embodied intelligence in manufacturing: leveraging large language models for autonomous industrial robotics

H Fan, X Liu, JYH Fuh, WF Lu, B Li - Journal of Intelligent Manufacturing, 2024 - Springer
This paper delves into the potential of Large Language Model (LLM) agents for industrial
robotics, with an emphasis on autonomous design, decision-making, and task execution …

Behavior trees and state machines in robotics applications

R Ghzouli, T Berger, EB Johnsen… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Autonomous robots combine skills to form increasingly complex behaviors, called missions.
While skills are often programmed at a relatively low abstraction level, their coordination is …

Automated facility inspection using robotics and BIM: A knowledge-driven approach

J Chen, W Lu, Y Fu, Z Dong - Advanced Engineering Informatics, 2023 - Elsevier
Facility inspection is crucial for ensuring the performance of built assets. A traditional
inspection, characterized by humans' physical presence, is laborious, time-consuming, and …

Skiros2: A skill-based robot control platform for ros

M Mayr, F Rovida, V Krueger - 2023 IEEE/RSJ International …, 2023 - ieeexplore.ieee.org
The need for autonomous robot systems in both the service and the industrial domain is
larger than ever. In the latter, the transition to small batches or even “batch size 1” in …

Extended behavior trees for quick definition of flexible robotic tasks

F Rovida, B Grossmann… - 2017 IEEE/RSJ …, 2017 - ieeexplore.ieee.org
The requirement of flexibility in the modern industries demands robots that can be efficiently
and quickly adapted to different tasks. A way to achieve such a flexible programming …

Behavior trees for smart robots practical guidelines for robot software development

E Dortmans, T Punter - Journal of Robotics, 2022 - Wiley Online Library
Behavior Trees are a promising approach to model the autonomous behaviour of robots in
dynamic environments. Behavior Trees represent action selection decisions as a tree of …

Runtime Verification and Field-based Testing for ROS-based Robotic Systems

R Caldas, JAP García, M Schiopu… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Robotic systems are becoming pervasive and adopted in increasingly many domains, such
as manufacturing, healthcare, and space exploration. To this end, engineering software has …

Plansys2: A planning system framework for ros2

F Martín, JG Clavero, V Matellán… - 2021 IEEE/RSJ …, 2021 - ieeexplore.ieee.org
Autonomous robots need to plan the tasks they carry out to fulfill their missions. The
missions' increasing complexity does not let human designers anticipate all the possible …

Skill-based design of dependable robotic architectures

A Albore, D Doose, C Grand, J Guiochet… - Robotics and …, 2023 - Elsevier
Software architectures for autonomous systems are generally structured with 3 layers: a
decisional layer managing autonomous reasoning, a functional layer managing reactive …

Optimal task and motion planning and execution for multiagent systems in dynamic environments

M Faroni, A Umbrico, M Beschi… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Combining symbolic and geometric reasoning in multiagent systems is a challenging task
that involves planning, scheduling, and synchronization problems. Existing works …