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Motion planning is a difficult problem in robot control. The complexity of the problem is directly related to the dimension of the robot's configuration space. While in many theoretical calculations and practical applications the…

机器人学 · 计算机科学 2020-05-26 Felix Wiebe , Shivesh Kumar , Daniel Harnack , Malte Langosz , Hendrik Wöhrle , Frank Kirchner

Robots exhibit a rich variety of symmetries arising from their mechanical structure and the properties of their tasks. Although many robotics problems exhibit several symmetries simultaneously, existing approaches typically treat them in…

机器人学 · 计算机科学 2026-05-22 Loizos Hadjiloizou , Rodrigo Pérez-Dattari , Noémie Jaquier

This paper presents a mini-review of the current state of research in mobile manipulators with variable levels of autonomy, emphasizing their associated challenges and application environments. The need for mobile manipulators in different…

机器人学 · 计算机科学 2025-07-15 Cesar Alan Contreras , Alireza Rastegarpanah , Rustam Stolkin , Manolis Chiou

Imagine a robot that can assemble a functional product from the individual parts presented in any configuration to the robot. Designing such a robotic system is a complex problem which presents several open challenges. To bypass these…

机器人学 · 计算机科学 2024-06-12 Kei Ota , Devesh K. Jha , Siddarth Jain , Bill Yerazunis , Radu Corcodel , Yash Shukla , Antonia Bronars , Diego Romeres

Many methods have been developed for planning the motion of robotic arms for picking and placing, ranging from local optimization to global search techniques, which are effective for sparsely placed objects. Dense clutter, however, still…

机器人学 · 计算机科学 2019-02-13 Andrew Kimmel , Rahul Shome , Zakary Littlefield , Kostas Bekris

Understanding the inner workings of machine learning models like Transformers is vital for their safe and ethical use. This paper provides a comprehensive analysis of a one-layer Transformer model trained to perform n-digit integer…

机器学习 · 计算机科学 2024-04-25 Philip Quirke , Fazl Barez

In this paper, we present a planner that plans a sequence of base positions for a mobile manipulator to efficiently and robustly collect objects stored in distinct trays. We achieve high efficiency by exploring the common areas where a…

机器人学 · 计算机科学 2020-10-05 Jingren Xu , Yukiyasu Domae , Toshio Ueshiba , Weiwei Wan , Kensuke Harada

Modular robots can be tailored to achieve specific tasks and rearranged to achieve previously infeasible ones. The challenge is choosing an appropriate design from a large search space. In this work, we describe a framework that…

机器人学 · 计算机科学 2021-06-18 Thais Campos , Hadas Kress-Gazit

When we think of model ensembling or ensemble modeling, there are many possibilities that come to mind in different disciplines. For example, one might think of a set of descriptions of a phenomenon in the world, perhaps a time series or a…

An effective human-robot collaborative process results in the reduction of the operator's workload, promoting a more efficient, productive, safer and less error-prone working environment. However, the implementation of collaborative robots…

机器人学 · 计算机科学 2024-03-11 Miguel Neves , Laura Duarte , Pedro Neto

Effective human-robot teaming is crucial for the practical deployment of robots in human workspaces. However, optimizing joint human-robot plans remains a challenge due to the difficulty of modeling individualized human capabilities and…

机器人学 · 计算机科学 2026-04-22 Alex Cuellar , Michael Hagenow , Julie Shah

The proposed article is devoted to the study of the problem of constructing phase trajectories in the vicinity of a singular point. This paper presents a more expanded view of this problem in comparison with those previously considered by…

流体动力学 · 物理学 2022-03-08 A A Puntus , A I Fedyushkin

This paper considers the problem of completing assemblies of passive objects in nonconvex environments, cluttered with convex obstacles of unknown position, shape and size that satisfy a specific separation assumption. A differential drive…

机器人学 · 计算机科学 2018-02-14 Vasileios Vasilopoulos , William Vega-Brown , Omur Arslan , Nicholas Roy , Daniel E. Koditschek

Based on multiple simulation trajectories, which started from dispersively selected initial conformations, the weighted ensemble dynamics method is designed to robustly and systematically explore the hierarchical structure of complex…

统计力学 · 物理学 2015-05-14 Linchen Gong , Xin Zhou

From the complex motions of robots to the oxygen binding of hemoglobin, the function of many mechanical systems depends on large, coordinated movements of their components. Such movements arise from a network of physical interactions in the…

软凝聚态物质 · 物理学 2019-06-21 Jason Z. Kim , Zhixin Lu , Danielle S. Bassett

Self-assembly is a ubiquitous process in synthetic and biological systems, broadly defined as the spontaneous organization of multiple subunits (e.g. macromolecules, particles) into ordered multi-unit structures. The vast majority of…

软凝聚态物质 · 物理学 2023-08-08 Michael F. Hagan , Gregory M. Grason

When we focus on finite dynamical systems from both the computability/complexity and the modelling standpoints, automata networks seem to be a particularly appropriate mathematical model on which theory shall be developed. In this paper,…

离散数学 · 计算机科学 2023-04-20 Kévin Perrot , Sylvain Sené , Léah Tapin

I present a review of the theoretical and computational methodologies that have been used to model the assembly of viral capsids. I discuss the capabilities and limitations of approaches ranging from equilibrium continuum theories to…

生物大分子 · 定量生物学 2013-01-09 Michael F. Hagan

Does the assignment order of a fixed collection of slightly distinct subsystems into given communication channels influence the overall ensemble behavior? We discuss this question in the context of complex networks of non-identical…

适应与自组织系统 · 物理学 2015-09-30 Celso Freitas , Elbert Macau , Ricardo Luiz Viana

When planning motions in a configuration space that has underlying symmetries (e.g. when manipulating one or multiple symmetric objects), the ideal planning algorithm should take advantage of those symmetries to produce shorter…

机器人学 · 计算机科学 2025-07-18 Thomas Cohn , Russ Tedrake