Local path planning: Dynamic window approach with virtual manipulators considering dynamic obstacles

M Kobayashi, N Motoi - IEEE Access, 2022 - ieeexplore.ieee.org
Local path planning considering static and dynamic obstacles for a mobile robot is one of
challenging research topics. Conventional local path planning methods generate path …

Vision-based robotic arm control algorithm using deep reinforcement learning for autonomous objects gras**

H Sekkat, S Tigani, R Saadane, A Chehri - Applied Sciences, 2021 - mdpi.com
While working side-by-side, humans and robots complete each other nowadays, and we
may say that they work hand in hand. This study aims to evolve the gras** task by …

Local path planning: Dynamic window approach with Q-learning considering congestion environments for mobile robot

M Kobayashi, H Zushi, T Nakamura, N Motoi - IEEE Access, 2023 - ieeexplore.ieee.org
In recent years, autonomous mobile robots have significantly increased in prevalence due to
their ability to augment and diversify the workforce. One critical aspect of their operation is …

Smart policing technique with crime type and risk score prediction based on machine learning for early awareness of risk situation

MS Baek, W Park, J Park, KH Jang, YT Lee - IEEE Access, 2021 - ieeexplore.ieee.org
In order to quickly and effectively respond to a newly received criminal case, information
regarding the type and severity of the case is crucial for authorities. This paper designs and …

Deploying warehouse robots with confidence: the BRAIN-IoT framework's functional assurance

A Baouya, S Chehida, S Bensalem, L Gürgen… - The Journal of …, 2024 - Springer
Our study details the development and validation of an orchestrator-controlled robotic
network that effectively organizes and manages the activities of multiple robots. The design …

Unified software platform for intelligent home service robots

JB Yi, T Kang, D Song, SJ Yi - Applied Sciences, 2020 - mdpi.com
Although the mobile manipulation capability is crucial for a service robot to perform physical
work without human support, the long-term autonomous operation of such a mobile …

The improved ROS-Based MTAR navigation framework for service robot: motion trajectory analysis regulator

CS Chen, FC Lin, CJ Lin, PH Wu - IEEE Access, 2024 - ieeexplore.ieee.org
Recent years have seen a surge in service robots built on the ROS framework, where
effective path planning algorithms are crucial for their successful operation. However, real …

Local Path Planning with Turnabouts for Mobile Robot by Deep Deterministic Policy Gradient

T Nakamura, M Kobayashi… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
This paper proposes local path planning with turn-abouts for a mobile robot by deep
deterministic policy gradient (DDPG). DDPG is one of the actual reinforcement learning …

A comprehensive review of task understanding of command-triggered execution of tasks for service robots

X **, S Zhu - Artificial Intelligence Review, 2023 - Springer
Robotics is a cross-disciplinary branch of science and technology, and lays foundation on
mechanics, control, computer science, artificial intelligence, and so on. With the …

Challenges in applying robotics to retail store management

V Sengar, A Kapoor, N George, V Vatsal… - arxiv preprint arxiv …, 2022 - arxiv.org
An autonomous retail store management system entails inventory tracking, store monitoring,
and anomaly correction. Recent attempts at autonomous retail store management have …