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This paper presents an appendix to the original NeBula autonomy solution developed by the TEAM CoSTAR (Collaborative SubTerranean Autonomous Robots), participating in the DARPA Subterranean Challenge. Specifically, this paper presents…

机器人学 · 计算机科学 2025-04-21 Ali Agha , Kyohei Otsu , Benjamin Morrell , David D. Fan , Sung-Kyun Kim , Muhammad Fadhil Ginting , Xianmei Lei , Jeffrey Edlund , Seyed Fakoorian , Amanda Bouman , Fernando Chavez , Taeyeon Kim , Gustavo J. Correa , Maira Saboia , Angel Santamaria-Navarro , Brett Lopez , Boseong Kim , Chanyoung Jung , Mamoru Sobue , Oriana Claudia Peltzer , Joshua Ott , Robert Trybula , Thomas Touma , Marcel Kaufmann , Tiago Stegun Vaquero , Torkom Pailevanian , Matteo Palieri , Yun Chang , Andrzej Reinke , Matthew Anderson , Frederik E. T. Schöller , Patrick Spieler , Lillian M. Clark , Avak Archanian , Kenny Chen , Hovhannes Melikyan , Anushri Dixit , Harrison Delecki , Daniel Pastor , Barry Ridge , Nicolas Marchal , Jose Uribe , Sharmita Dey , Kamak Ebadi , Kyle Coble , Alexander Nikitas Dimopoulos , Vivek Thangavelu , Vivek S. Varadharajan , Nicholas Palomo , Antoni Rosinol , Arghya Chatterjee , Christoforos Kanellakis , Bjorn Lindqvist , Micah Corah , Kyle Strickland , Ryan Stonebraker , Michael Milano , Christopher E. Denniston , Sami Sahnoune , Thomas Claudet , Seungwook Lee , Gautam Salhotra , Edward Terry , Rithvik Musuku , Robin Schmid , Tony Tran , Ara Kourchians , Justin Schachter , Hector Azpurua , Levi Resende , Arash Kalantari , Jeremy Nash , Josh Lee , Christopher Patterson , Jennifer G. Blank , Kartik Patath , Yuki Kubo , Ryan Alimo , Yasin Almalioglu , Aaron Curtis , Jacqueline Sly , Tesla Wells , Nhut T. Ho , Mykel Kochenderfer , Giovanni Beltrame , George Nikolakopoulos , David Shim , Luca Carlone , Joel Burdick

This paper presents and discusses algorithms, hardware, and software architecture developed by the TEAM CoSTAR (Collaborative SubTerranean Autonomous Robots), competing in the DARPA Subterranean Challenge. Specifically, it presents the…

While the capabilities of autonomous systems have been steadily improving in recent years, these systems still struggle to rapidly explore previously unknown environments without the aid of GPS-assisted navigation. The DARPA Subterranean…

As both legged robots and embedded compute have become more capable, researchers have started to focus on field deployment of these robots. Robust autonomy in unstructured environments requires perception of the world around the robot in…

机器人学 · 计算机科学 2022-09-22 Hersh Sanghvi

Simultaneous Localization and Mapping (SLAM) in large-scale, unknown, and complex subterranean environments is a challenging problem. Sensors must operate in off-nominal conditions; uneven and slippery terrains make wheel odometry…

This paper presents an autonomous navigation system for ground robots traversing aggressive unstructured terrain through a cohesive arrangement of mapping, deliberative planning and reactive behaviour modules. All systems are aware of…

Legged robots have demonstrated remarkable agility on rigid, stationary ground, but their locomotion reliability remains limited in non-inertial environments, where the supporting ground moves, tilts, or accelerates. Such conditions arise…

机器人学 · 计算机科学 2026-04-24 I-Chia Chang , Xinyan Huang , Tzu-Yuan Lin , Sangli Teng , Wenjing Li , Maani Ghaffari , Jingang Yi , Yan Gu

Thanks to the efforts of the robotics and autonomous systems community, robots are becoming ever more capable. There is also an increasing demand from end-users for autonomous service robots that can operate in real environments for…

Autonomous robots have real-world applications in diverse fields, such as mobile manipulation and environmental exploration, and many such tasks benefit from a hands-off approach in terms of human user involvement over a long task horizon.…

机器人学 · 计算机科学 2023-07-26 Isabel M. Rayas Fernández

In the future, service robots are expected to be able to operate autonomously for long periods of time without human intervention. Many work striving for this goal have been emerging with the development of robotics, both hardware and…

机器人学 · 计算机科学 2023-01-23 Zhi Yan , Li Sun , Tomas Krajnik , Tom Duckett , Nicola Bellotto

We propose a framework for resilient autonomous navigation in perceptually challenging unknown environments with mobility-stressing elements such as uneven surfaces with rocks and boulders, steep slopes, negative obstacles like cliffs and…

The field of autonomous driving has grown tremendously over the past few years, along with the rapid progress in sensor technology. One of the major purposes of using sensors is to provide environment perception for vehicle understanding,…

机器人学 · 计算机科学 2020-08-07 Zhi Yan , Li Sun , Tomas Krajnik , Yassine Ruichek

Autonomous exploration allows mobile robots to navigate in initially unknown territories in order to build complete representations of the environments. In many real-life applications, environments often contain dynamic obstacles which can…

机器人学 · 计算机科学 2021-07-30 Valentina Cavinato , Thomas Eppenberger , Dina Youakim , Roland Siegwart , Renaud Dubé

Robotic exploration of underground environments is a particularly challenging problem due to communication, endurance, and traversability constraints which necessitate high degrees of autonomy and agility. These challenges are further…

We propose an autonomous exploration algorithm designed for decentralized multi-robot teams, which takes into account map and localization uncertainties of range-sensing mobile robots. Virtual landmarks are used to quantify the combined…

机器人学 · 计算机科学 2024-03-08 Yewei Huang , Xi Lin , Brendan Englot

This paper presents a novel strategy for autonomous teamed exploration of subterranean environments using legged and aerial robots. Tailored to the fact that subterranean settings, such as cave networks and underground mines, often involve…

Robot autonomy in unknown, GPS-denied, and complex underground environments requires real-time, robust, and accurate onboard pose estimation and mapping for reliable operations. This becomes particularly challenging in perception-degraded…

Robot deployment in realistic dynamic environments is a challenging problem despite the fact that robots can be quite skilled at a large number of isolated tasks. One reason for this is that robots are rarely equipped with powerful…

This work contributes a marsupial robotic system-of-systems involving a legged and an aerial robot capable of collaborative mapping and exploration path planning that exploits the heterogeneous properties of the two systems and the ability…

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