Path planning for autonomous mobile robots: A review

JR Sanchez-Ibanez, CJ Pérez-del-Pulgar… - Sensors, 2021 - mdpi.com
Providing mobile robots with autonomous capabilities is advantageous. It allows one to
dispense with the intervention of human operators, which may prove beneficial in economic …

Sampling-based motion planning: A comparative review

A Orthey, C Chamzas, LE Kavraki - Annual Review of Control …, 2023 - annualreviews.org
Sampling-based motion planning is one of the fundamental paradigms to generate robot
motions, and a cornerstone of robotics research. This comparative review provides an up-to …

Learning sampling distributions for robot motion planning

B Ichter, J Harrison, M Pavone - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
A defining feature of sampling-based motion planning is the reliance on an implicit
representation of the state space, which is enabled by a set of probing samples …

Batch Informed Trees (BIT*): Informed asymptotically optimal anytime search

JD Gammell, TD Barfoot… - … International Journal of …, 2020 - journals.sagepub.com
Path planning in robotics often requires finding high-quality solutions to continuously valued
and/or high-dimensional problems. These problems are challenging and most planning …

Toward general-purpose robots via foundation models: A survey and meta-analysis

Y Hu, Q Xie, V Jain, J Francis, J Patrikar… - arXiv preprint arXiv …, 2023 - arxiv.org
Building general-purpose robots that can operate seamlessly, in any environment, with any
object, and utilizing various skills to complete diverse tasks has been a long-standing goal in …

Asymptotically optimal sampling-based motion planning methods

JD Gammell, MP Strub - Annual Review of Control, Robotics …, 2021 - annualreviews.org
Motion planning is a fundamental problem in autonomous robotics that requires finding a
path to a specified goal that avoids obstacles and takes into account a robot's limitations and …

Autonomous aerial cinematography in unstructured environments with learned artistic decision‐making

R Bonatti, W Wang, C Ho, A Ahuja… - Journal of Field …, 2020 - Wiley Online Library
Aerial cinematography is revolutionizing industries that require live and dynamic camera
viewpoints such as entertainment, sports, and security. However, safely piloting a drone …

Mobile robot path planning in dynamic environments: A survey

K Cai, C Wang, J Cheng, CW De Silva… - arXiv preprint arXiv …, 2020 - arxiv.org
There are many challenges for robot navigation in densely populated dynamic
environments. This paper presents a survey of the path planning methods for robot …

Optimal path planning in cluttered environment using RRT*-AB

I Noreen, A Khan, H Ryu, NL Doh, Z Habib - Intelligent Service Robotics, 2018 - Springer
Abstract Rapidly exploring Random Tree Star (RRT*) has gained popularity due to its
support for complex and high-dimensional problems. Its numerous applications in path …

Learning implicit sampling distributions for motion planning

C Zhang, J Huh, DD Lee - 2018 IEEE/RSJ International …, 2018 - ieeexplore.ieee.org
Sampling-based motion planners have experienced much success due to their ability to
efficiently and evenly explore the state space. However, for many tasks, it may be more …