[HTML][HTML] Towards autonomous mapping in agriculture: A review of supportive technologies for ground robotics

DT Fasiolo, L Scalera, E Maset, A Gasparetto - Robotics and Autonomous …, 2023 - Elsevier
This paper surveys the supportive technologies currently available for ground mobile robots
used for autonomous mapping in agriculture. Unlike previous reviews, we describe state-of …

Robotic arms in precision agriculture: A comprehensive review of the technologies, applications, challenges, and future prospects

T Jin, X Han - Computers and Electronics in Agriculture, 2024 - Elsevier
In precision agriculture, robotic arms exhibit significant technical advantages, such as
enhancing operational precision and efficiency, reducing labor costs, and supporting …

An autonomous robot for pruning modern, planar fruit trees

A You, N Parayil, JG Krishna, U Bhattarai… - arXiv preprint arXiv …, 2022 - arxiv.org
Dormant pruning of fruit trees is an important task for maintaining tree health and ensuring
high-quality fruit. Due to decreasing labor availability, pruning is a prime candidate for …

Peduncle collision-free grasping based on deep reinforcement learning for tomato harvesting robot

Y Li, Q Feng, Y Zhang, C Peng, Y Ma, C Liu… - … and Electronics in …, 2024 - Elsevier
Collision-free grasping of the thin, brief peduncles connecting cherry tomato clusters to the
main stem was crucial for tomato harvesting robots. Recognizing that the optimal operating …

Semiautonomous precision pruning of upright fruiting offshoot orchard systems: An integrated approach

A You, N Parayil, JG Krishna… - IEEE Robotics & …, 2023 - ieeexplore.ieee.org
Dormant pruning is an important orchard activity for maintaining tree health and producing
high-quality fruit. Due to decreasing worker availability, pruning is a prime candidate for …

Towards robotic tree manipulation: Leveraging graph representations

CH Kim, M Lee, O Kroemer, G Kantor - arXiv preprint arXiv:2311.07479, 2023 - arxiv.org
There is growing interest in automating agricultural tasks that require intricate and precise
interaction with specialty crops, such as trees and vines. However, developing robotic …

Renaissance robot: Optimal transport policy fusion for learning diverse skills

J Tan, R Senanayake, F Ramos - 2022 IEEE/RSJ International …, 2022 - ieeexplore.ieee.org
Deep reinforcement learning (RL) is a promising approach to solving complex robotics
problems. However, the process of learning through trial-and-error interactions is often …

Current applications and potential future directions of reinforcement learning-based Digital Twins in agriculture

G Goldenits, K Mallinger, S Raubitzek… - arXiv preprint arXiv …, 2024 - arxiv.org
Digital Twins have gained attention in various industries for simulation, monitoring, and
decision-making, relying on ever-improving machine learning models. However, agricultural …

Control of Linear Deformable Objects for Robotized Crops Manipulation

O Aghajanzadeh - 2022 - theses.hal.science
The use of robots in several essential domains (domestic, industrial, and agricultural) has
increased significantly. In recent years, robots have been able to execute a variety of tasks …