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Human awareness in robot motion planning is crucial for seamless interaction with humans. Many existing techniques slow down, stop, or change the robot's trajectory locally to avoid collisions with humans. Although using the information on…

机器人学 · 计算机科学 2022-10-24 Marco Faroni , Manuel Beschi , Nicola Pedrocchi

Real-time multi-robot coordination in hazardous and adversarial environments requires fast, reliable adaptation to dynamic threats. While Large Language Models (LLMs) offer strong high-level reasoning capabilities, the lack of safety…

机器人学 · 计算机科学 2025-11-19 Yuwei Wu , Yuezhan Tao , Peihan Li , Guangyao Shi , Gaurav S. Sukhatme , Vijay Kumar , Lifeng Zhou

As mobile service robots increasingly coexist with pedestrians, ensuring passively safe behaviour during confined emergency evacuations is critical. Existing multi-robot yielding strategies often focus solely on collision avoidance and…

机器人学 · 计算机科学 2026-05-18 Ning Zhou , Edmund R. Hunt , Nikolai W. F. Bode

Humanoid robots must master numerous tasks with sparse rewards, posing a challenge for reinforcement learning (RL). We propose a method combining RL and automated planning to address this. Our approach uses short goal-conditioned policies…

人工智能 · 计算机科学 2025-01-06 Gavin B. Rens

The energy transition in transportation benefits from demand-based models to determine the optimal placement of refueling stations for alternative fuel vehicles such as battery electric trucks. A formulation known as the refueling station…

最优化与控制 · 数学 2023-10-10 Nicholas Nordlund , Leandros Tassiulas , Jan-Hendrik Lange

We study the problem of selecting a fleet of robots to service spatially distributed tasks with diverse requirements within time-windows. The problem of allocating tasks to a fleet of potentially heterogeneous robots and finding an optimal…

机器人学 · 计算机科学 2023-12-13 Nils Wilde , Javier Alonso-Mora

In disaster response scenarios, deploying robotic teams effectively is crucial for improving situational awareness and enhancing search and rescue operations. The use of robots in search and rescue has been studied but the question of where…

机器人学 · 计算机科学 2025-08-01 Ananya Rao , Alyssa Hargis , David Wettergreen , Howie Choset

Patrolling with multiple robots offers efficient surveillance to detect and manage undesired situations. This necessitates improved patrol efficiency and operator situation awareness at base stations. Enhanced situation awareness enables…

机器人学 · 计算机科学 2026-05-05 Kazuho Kobayashi , Shohei Kobayashi , Seiya Ueno , Takehiro Higuchi

We consider the uncertain multi-robot motion planning (MRMP) problem with cooperative localization (CL-MRMP), under both motion and measurement noise, where each robot can act as a sensor for its nearby teammates. We formalize CL-MRMP as a…

机器人学 · 计算机科学 2025-04-10 Anne Theurkauf , Nisar Ahmed , Morteza Lahijanian

Jointly achieving safety and efficiency in human-robot interaction (HRI) settings is a challenging problem, as the robot's planning objectives may be at odds with the human's own intent and expectations. Recent approaches ensure safe robot…

机器人学 · 计算机科学 2022-03-14 Haimin Hu , Kensuke Nakamura , Jaime F. Fisac

In order to fully exploit the advantages inherent to cooperating heterogeneous multi-robot teams, sophisticated coordination algorithms are essential. Time-extended multi-robot task allocation approaches assign and schedule a set of tasks…

系统与控制 · 电气工程与系统科学 2020-05-11 Esther Bischoff , Fabian Meyer , Jairo Inga , Sören Hohmann

In this work, we address a task allocation problem for human multi-robot settings. Given a set of tasks to perform, we formulate a general Mixed-Integer Linear Programming (MILP) problem aiming at minimizing the overall execution time while…

机器人学 · 计算机科学 2021-09-20 Martina Lippi , Alessandro Marino

Mobile robotic platforms are an indispensable tool for various scientific and industrial applications. Robots are used to undertake missions whose execution is constrained by various factors, such as the allocated time or their remaining…

机器人学 · 计算机科学 2018-01-12 Nikolaos Tsiogkas , David M. Lane

This paper presents a real-time trajectory planning scheme for a heterogeneous multi-robot system (consisting of a quadrotor and a ground mobile robot) for a cooperative landing task, where the landing position, landing time, and…

机器人学 · 计算机科学 2025-12-10 Jingshan Chen , Lihan Xu , Henrik Ebel , Peter Eberhard

Designing an efficient and resilient human-robot collaboration strategy that not only upholds the safety and ergonomics of shared workspace but also enhances the performance and agility of collaborative setup presents significant challenges…

The multi allocation p-hub median problem (MApHM), the multi allocation uncapacitated hub location problem (MAuHLP) and the multi allocation p-hub location problem (MApHLP) are common hub location problems with several practical…

离散数学 · 计算机科学 2023-07-17 Niklas Jost

The number of multi-robot systems deployed in field applications has increased dramatically over the years. Despite the recent advancement of navigation algorithms, autonomous robots often encounter challenging situations where the control…

机器人学 · 计算机科学 2022-05-05 Tianchen Ji , Roy Dong , Katherine Driggs-Campbell

Understanding human intentions is critical for safe and effective human-robot collaboration. While state of the art methods for human goal prediction utilize learned models to account for the uncertainty of human motion data, that data is…

机器人学 · 计算机科学 2024-01-24 Yi-Shiuan Tung , Matthew B. Luebbers , Alessandro Roncone , Bradley Hayes

Collaborative robots, or cobots, are increasingly integrated into various industrial and service settings to work efficiently and safely alongside humans. However, for effective human-robot collaboration, robots must reason based on human…

机器人学 · 计算机科学 2026-01-22 Muhammad Adel Yusuf , Ali Nasir , Zeeshan Hameed Khan

In ad-hoc human-robot collaboration (HRC), humans and robots work on a task without pre-planning the robot's actions prior to execution; instead, task allocation occurs in real-time. However, prior research has largely focused on task…

机器人学 · 计算机科学 2021-02-04 Karthik Mahadevan , Maurício Sousa , Anthony Tang , Tovi Grossman