Autonomous Ground Navigation in Highly Constrained Spaces: Lessons Learned From the Second BARN Challenge at ICRA 2023 [Competitions]

X Xiao, Z Xu, G Warnell, P Stone… - IEEE Robotics & …, 2023 - ieeexplore.ieee.org
… and lessons from the second BARN Challenge and point out promising future research
directions to push the boundaries of mobile robot navigation in highly constrained spaces. …

Autonomous Ground Navigation in Highly Constrained Spaces: Lessons Learned From the Third BARN Challenge at ICRA 2024 [Competitions]

X Xiao, Z Xu, A Datar, G Warnell… - IEEE Robotics & …, 2024 - ieeexplore.ieee.org
… tion (ICRA 2024) in … autonomous ground navigation systems in highly constrained
environments. Similar to the trend in the first and second BARN Challenges at ICRA 2022 and 2023

Autonomous ground navigation in highly constrained spaces: Lessons learned from the 2nd barn challenge at icra 2023

X Xiao, Z Xu, G Warnell, P Stone, FG Guinjoan… - arXiv preprint arXiv …, 2023 - arxiv.org
… new findings and lessons from The 2nd BARN Challenge and point … mobile robot navigation
in highly constrained spaces. … robot navigation challenge at icra 2022 [competitions],” IEEE …

Benchmarking reinforcement learning techniques for autonomous navigation

Z Xu, B Liu, X Xiao, A Nair… - … and Automation (ICRA), 2023 - ieeexplore.ieee.org
… be brittle in challenging scenarios, eg, in highly constrained … a recent competition (The BARN
Challenge [3]) held in ICRA … “Autonomous ground navigation in highly constrained spaces

Arena-rosnav 2.0: A development and benchmarking platform for robot navigation in highly dynamic environments

L Kästner, R Carstens, H Zeng… - 2023 IEEE/RSJ …, 2023 - ieeexplore.ieee.org
… a planner for the 2023 BARN challenge. We are currently in talks with the … : Lessons
learned from the benchmark autonomous robot navigation challenge at icra 2022 [competitions],” …

The BARN Challenge 2023--Autonomous Navigation in Highly Constrained Spaces--Inventec Team

H Mandala, G Christmann - arXiv preprint arXiv:2307.14580, 2023 - arxiv.org
… and discuss the lessons that we learned from BARN 2023. First… : the simulation and physical
competition. Then, we discussed … : Lessons learned from the barn challenge at icra 2022,” …

Drl-vo: Learning to navigate through crowded dynamic scenes using velocity obstacles

Z Xie, P Dames - IEEE Transactions on Robotics, 2023 - ieeexplore.ieee.org
… works effectively in highly constrained static environments and … benchmark autonomous
robot navigation (BARN) Challenge … (ICRA), where we placed first in the simulation competition

Arena 3.0: Advancing Social Navigation in Collaborative and Highly Dynamic Environments

L Kästner, V Shcherbyna, H Zeng, TA Le… - arXiv preprint arXiv …, 2024 - arxiv.org
… • Barn: Generates a rectangular map outlined by walls and … for robot navigation in highly
dynamic environments,” in 2023 IEEE/… : Lessons learned from the benchmark autonomous robot …

[PDF][PDF] A Robust Visual Odometry System for Autonomous Surface Vehicles using Deep Learning

EJP Gonçalves - 2023 - repositorio-aberto.up.pt
… dissertation, this autonomous navigation module is equipped … has to inspect an offshore
wind farm autonomously. The whole … impose unit constraints that might be difficult to learn [80]. …

CAHSOR: Competence-Aware High-Speed Off-Road Ground Navigation in SE (3)

A Pokhrel, A Datar, M Nazeri, X Xiao - arXiv preprint arXiv:2402.07065, 2024 - arxiv.org
… We implement CAHSOR ground navigation on a 1/6-scale autonomous … In 2017 ieee
international conference on robotics and automation (icra), … arXiv preprint arXiv:2305.12705, 2023. …