Regret-based Sampling of Pareto Fronts for Multi-Objective Robot Planning Problems

A Botros, N Wilde, A Sadeghi… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Many problems in robotics seek to simultaneously optimize several competing objectives. A
conventional approach is to create a single cost function comprised of the weighted sum of …

Scalarizing Multi-Objective Robot Planning Problems using Weighted Maximization

N Wilde, SL Smith… - IEEE Robotics and …, 2024 - ieeexplore.ieee.org
When designing a motion planner for autonomous robots there are usually multiple
objectives to be considered. However, a cost function that yields the desired trade-off …

Gaussian belief space path planning for minimum sensing navigation

AR Pedram, R Funada, T Tanaka - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In this article, we propose a path planning methodology for a mobile robot navigating
through an obstacle-filled environment to generate a reference path that is traceable with …

Collision-free coverage path planning for the variable-speed curvature-constrained robot

L Li, D Shi, S **, Y Sun, X Zhou… - … on Robotics and …, 2023 - ieeexplore.ieee.org
Dubins coverage has been extensively researched to address the coverage path planning
(CPP) problem of a known environment for the curvature-constrained robot. However, its …

Path Planning in Complex Environments with Superquadrics and Voronoi-Based Orientation

L Yang, G Iyer, B Lou, SH Turlapati, C Lv… - arxiv preprint arxiv …, 2024 - arxiv.org
Path planning in narrow passages is a challenging problem in various applications.
Traditional planning algorithms often face challenges in complex environments like mazes …

Leveraging multiple sources of information to search continuous spaces

MP Strub - 2021 - ora.ox.ac.uk
Path planning algorithms can solve the problem of finding paths through continuous spaces.
This problem appears in a wide range of applications, from navigating autonomous robots to …

Safe motion planning for a mobile robot navigating in environments shared with humans

B Sakcak, L Bascetta - 2022 IEEE 18th International …, 2022 - ieeexplore.ieee.org
In this paper, a robot navigating an environment shared with humans is considered, and a
cost function that can be exploited in RRT X, a randomized sampling-based replanning …

Information-theoretic path planning and navigation

AR Pedram - 2023 - repositories.lib.utexas.edu
Thanks to the wide availability of low-cost and high-performance sensing devices, obtaining
a large amount of sensor data has become easier for robots in many applications …