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Autonomous underwater robots are increasingly deployed for environmental monitoring, infrastructure inspection, subsea resource exploration, and long-horizon exploration. Yet, despite rapid advances in learning-based planning and control,…

Robotics · Computer Science 2026-03-10 Jingzehua Xu , Guanwen Xie , Jiwei Tang , Shuai Zhang , Xiaofan Li

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…

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…

Robotics · Computer Science 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 investigates the automatic exploration problem under the unknown environment, which is the key point of applying the robotic system to some social tasks. The solution to this problem via stacking decision rules is impossible to…

Robotics · Computer Science 2020-07-24 Haoran Li , Qichao Zhang , Dongbin Zhao

Urban environments offer a challenging scenario for autonomous driving. Globally localizing information, such as a GPS signal, can be unreliable due to signal shadowing and multipath errors. Detailed a priori maps of the environment with…

Robotics · Computer Science 2021-08-12 Jordan Chipka

Modeling the dynamic behavior of deformable objects is crucial for creating realistic digital worlds. While conventional simulations produce high-quality motions, their computational costs are often prohibitive. Subspace simulation…

Supervisory-based human-robot teams are deployed in various dynamic and extreme environments (e.g., space exploration). Achieving high task performance in such environments is critical, as a mistake may lead to significant monetary loss or…

Robotics · Computer Science 2020-03-13 Jamison Heard , Julian Fortune , Julie A. Adams

Autonomous aerial vehicles, such as NASA's Ingenuity, enable rapid planetary surface exploration beyond the reach of ground-based robots. Thus, NASA is studying a Mars Science Helicopter (MSH), an advanced concept capable of performing…

Robotics · Computer Science 2025-09-03 Luca Di Pierno , Robert Hewitt , Stephan Weiss , Roland Brockers

Autonomous exploration requires robots to generate informative trajectories iteratively. Although sampling-based methods are highly efficient in unmanned aerial vehicle exploration, many of these methods do not effectively utilize the…

Robotics · Computer Science 2021-03-23 Zhefan Xu , Di Deng , Kenji Shimada

Heterogeneous multi-robot systems are advantageous for operations in unknown environments because functionally specialised robots can gather environmental information, while others perform tasks. We define this decomposition as the…

In shared autonomy, user input is combined with semi-autonomous control to achieve a common goal. The goal is often unknown ex-ante, so prior work enables agents to infer the goal from user input and assist with the task. Such methods tend…

Machine Learning · Computer Science 2018-05-24 Siddharth Reddy , Anca D. Dragan , Sergey Levine

Collaborative multi-agent exploration of unknown environments is crucial for search and rescue operations. Effective real-world deployment must address challenges such as limited inter-agent communication and static and dynamic obstacles.…

Robotics · Computer Science 2024-12-31 Gabriele Calzolari , Vidya Sumathy , Christoforos Kanellakis , George Nikolakopoulos

This project proposes a bioinspired multi-robot system using Distributed Optimization for efficient exploration and mapping of unknown environments. Each robot explores its environment and creates a map, which is afterwards put together to…

Robotics · Computer Science 2025-10-08 Roman Ibrahimov , Jannik Matthias Heinen

Robotic Exploration has evolved rapidly in the past two decades as new and more complex techniques have been created to explore unknown regions efficiently. Exciting advancements in exploration, autonomous navigation, and sensor technology…

Robotics · Computer Science 2023-07-18 Akanimoh Adeleye

Shared autonomy provides an effective framework for human-robot collaboration that takes advantage of the complementary strengths of humans and robots to achieve common goals. Many existing approaches to shared autonomy make restrictive…

Robotics · Computer Science 2020-07-13 Charles Schaff , Matthew R. Walter

Autonomous robots often encounter challenging situations where their control policies fail and an expert human operator must briefly intervene, e.g., through teleoperation. In settings where multiple robots act in separate environments, a…

Robotics · Computer Science 2020-03-10 Gokul Swamy , Siddharth Reddy , Sergey Levine , Anca D. Dragan

The paper proposes a reliable and robust planning solution to the long range robotic navigation problem in extremely cluttered environments. A two-layer planning architecture is proposed that leverages both the environment map and the…

Robotics · Computer Science 2021-08-03 Shakeeb Ahmad , Andrew B. Mills , Eugene R. Rush , Eric W. Frew , J. Sean Humbert

For robotic systems to succeed in high risk, real-world situations, they have to be quickly deployable and robust to environmental changes, under-performing hardware, and mission subtask failures. These robots are often designed to consider…

In the real world, robots with embodiment face various issues such as dynamic continuous changes of the environment and input/output disturbances. The key to solving these issues can be found in daily life; people `do actions associated…

Robotics · Computer Science 2013-07-29 Megumi Fujita , Yuki Goto , Naoyuki Nide , Ken Satoh , Hiroshi Hosobe

Mobile manipulation tasks are one of the key challenges in the field of search and rescue (SAR) robotics requiring robots with flexible locomotion and manipulation abilities. Since the tasks are mostly unknown in advance, the robot has to…