Large language models for robotics: A survey

F Zeng, W Gan, Y Wang, N Liu, PS Yu - arXiv preprint arXiv:2311.07226, 2023 - arxiv.org
The human ability to learn, generalize, and control complex manipulation tasks through multi-
modality feedback suggests a unique capability, which we refer to as dexterity intelligence …

[HTML][HTML] Challenges and solutions for autonomous ground robot scene understanding and navigation in unstructured outdoor environments: A review

L Wijayathunga, A Rassau, D Chai - Applied Sciences, 2023 - mdpi.com
The capabilities of autonomous mobile robotic systems have been steadily improving due to
recent advancements in computer science, engineering, and related disciplines such as …

Panoptic neural fields: A semantic object-aware neural scene representation

A Kundu, K Genova, X Yin, A Fathi… - Proceedings of the …, 2022 - openaccess.thecvf.com
We present PanopticNeRF, an object-aware neural scene representation that decomposes
a scene into a set of objects (things) and background (stuff). Each object is represented by a …

Synthetic image data generation using BIM and computer graphics for building scene understanding

H Ying, R Sacks, A Degani - Automation in Construction, 2023 - Elsevier
Vision-based building scene understanding (BSU) is essential to many applications such as
indoor navigation and 3D reconstruction. Deep learning excels in various BSU tasks but its …

Modeling dynamic environments with scene graph memory

A Kurenkov, M Lingelbach, T Agarwal… - International …, 2023 - proceedings.mlr.press
Embodied AI agents that search for objects in large environments such as households often
need to make efficient decisions by predicting object locations based on partial information …

Seeing the un-scene: Learning amodal semantic maps for room navigation

M Narasimhan, E Wijmans, X Chen, T Darrell… - Computer Vision–ECCV …, 2020 - Springer
We introduce a learning-based approach for room navigation using semantic maps. Our
proposed architecture learns to predict top-down belief maps of regions that lie beyond the …

[PDF][PDF] A one decade survey of autonomous mobile robot systems

NAK Zghair, AS Al-Araji - International Journal of Electrical and …, 2021 - core.ac.uk
Recently, autonomous mobile robots have gained popularity in the modern world due to
their relevance technology and application in real world situations. The global market for …

[HTML][HTML] Live semantic data from building digital twins for robot navigation: Overview of data transfer methods

P Pauwels, R de Koning, B Hendrikx, E Torta - Advanced Engineering …, 2023 - Elsevier
Increasing reliance on automation and robotization presents great opportunities to improve
the management of construction sites as well as existing buildings. Crucial in the use of …

[HTML][HTML] Constructing maps for autonomous robotics: An introductory conceptual overview

P Racinskis, J Arents, M Greitans - Electronics, 2023 - mdpi.com
Mapping the environment is a powerful technique for enabling autonomy through
localization and planning in robotics. This article seeks to provide a global overview of …

A survey of visual navigation: From geometry to embodied AI

T Zhang, X Hu, J Xiao, G Zhang - Engineering Applications of Artificial …, 2022 - Elsevier
The capacity to extract information and comprehend an unseen environment is critical for
mobile robots to navigate. Few surveys has mentioned the combinatorial-non-optimality …