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Robust reinforcement learning agents using high-dimensional observations must be able to identify relevant state features amidst many exogeneous distractors. A representation that captures controllability identifies these state elements by…

机器学习 · 计算机科学 2024-06-25 Max Rudolph , Caleb Chuck , Kevin Black , Misha Lvovsky , Scott Niekum , Amy Zhang

This paper studies the collision avoidance problem for autonomous multiple fixedwing UAVs in the complex integrated airspace. By studying and combining the online path planning method, the distributed model predictive control algorithm, and…

机器人学 · 计算机科学 2020-06-01 Yajing Wang , Xiangke Wang , Shulong Zhao , Lincheng Shen

Detecting feature interactions is imperative for accurately predicting performance of highly-configurable systems. State-of-the-art performance prediction techniques rely on supervised machine learning for detecting feature interactions,…

软件工程 · 计算机科学 2018-01-23 Sergiy Kolesnikov , Norbert Siegmund , Christian Kästner , Sven Apel

With the goal of increasing the speed and efficiency in robotic manipulation, a control approach is presented that aims to utilize intentional simultaneous impacts to its advantage. This approach exploits the concept of the time-invariant…

机器人学 · 计算机科学 2024-11-18 Jari van Steen , Nathan van de Wouw , Alessandro Saccon

The autonomous operation of flexible-wing aircraft is technically challenging and has never been presented within literature. The lack of an exact modeling framework is due to the complex nonlinear aerodynamic relationships governed by the…

系统与控制 · 电气工程与系统科学 2021-03-31 Mohammed Abouheaf , Nathaniel Mailhot , Wail Gueaieb , Davide Spinello

Non-contact manipulation is a promising methodology in robotics, offering a wide range of scientific and industrial applications. Among the proposed approaches, airflow stands out for its ability to project across considerable distances and…

机器人学 · 计算机科学 2025-08-19 Artur Kopitca , Shahriar Haeri , Quan Zhou

Hybrid rigid-soft robots combine the precision of rigid manipulators with the compliance and adaptability of soft arms, offering a promising approach for versatile grasping in unstructured environments. However, coordinating hybrid robots…

Accurate estimation of aerodynamic forces is essential for advancing the control, modeling, and design of flapping-wing aerial robots with dynamic morphing capabilities. In this paper, we investigate two distinct methodologies for force…

机器人学 · 计算机科学 2025-08-06 Bibek Gupta , Mintae Kim , Albert Park , Eric Sihite , Koushil Sreenath , Alireza Ramezani

This paper presents the inverse kinematic analysis and parameters identification of a novel aerial manipulation system. This system consists of 2-link manipulator attached to the bottom of a quadrotor. This new system presents a solution…

机器人学 · 计算机科学 2020-04-14 Ahmed Khalifa , Mohamed Fanni

Prior to realizing fully autonomous driving, human intervention will be required periodically to guarantee vehicle safety. This fact poses a new challenge in human-machine interaction, particularly during control authority transition from…

系统与控制 · 电气工程与系统科学 2020-03-02 Chen Lv , Yutong Li , Yang Xing , Chao Huang , Dongpu Cao , Yifan Zhao , Yahui Liu

Bilateral teleoperation of an aerial manipulator facilitates the execution of industrial missions thanks to the combination of the aerial platform's maneuverability and the ability to conduct complex tasks with human supervision.…

机器人学 · 计算机科学 2024-05-03 Jeonghyun Byun , Dohyun Eom , H. Jin Kim

State-of-the-art impact dynamics models either apply for free-flying objects or do not account that a robotic manipulator is commonly high-stiffness controlled. Thus, we lack tailor-made models for manipulators mounted on a fixed base.…

机器人学 · 计算机科学 2023-07-28 Yuquan Wang , Niels Dehio , Abderrahmane Kheddar

Autonomous aerial vehicles necessitate control strategies that balance computational efficiency with robust performance in dynamic operational environments. This paper proposes a model predictive control (MPC) framework for aerial platforms…

系统与控制 · 电气工程与系统科学 2026-05-25 Tayyab Manzoor , Yasir Ali , Yuanqing Xia , Lijie You , Yan Wang

We propose a method for dual-arm manipulation of rigid objects, subject to external disturbance. The problem is formulated as a Cartesian impedance controller within a projected inverse dynamics framework. We use the constrained component…

机器人学 · 计算机科学 2017-07-04 Hsiu-Chin Lin , Joshua Smith , Keyhan Kouhkiloui Babarahmati , Niels Dehio , Michael Mistry

This paper presents a visual-inertial-based control strategy to address the task space control problem of robot manipulators. To this end, an observer-based hybrid controller is employed to control end-effector motion. In addition, a hybrid…

系统与控制 · 电气工程与系统科学 2025-12-04 Seyed Hamed Hashemi , Jouni Mattila

Inverse dynamics is used extensively in robotics and biomechanics applications. In manipulator and legged robots, it can form the basis of an effective nonlinear control strategy by providing a robot with both accurate positional tracking…

机器人学 · 计算机科学 2016-08-05 Samuel Zapolsky , Evan Drumwright

Predicting the outcomes of cyber-physical systems with multiple human interactions is a challenging problem. This article reviews a game theoretical approach to address this issue, where reinforcement learning is employed to predict the…

多智能体系统 · 计算机科学 2019-10-14 Mert Albaba , Yildiray Yildiz

Physics-based manipulation in clutter involves complex interaction between multiple objects. In this paper, we consider the problem of learning, from interaction in a physics simulator, manipulation skills to solve this multi-step…

机器人学 · 计算机科学 2019-07-29 Wissam Bejjani , Mehmet R. Dogar , Matteo Leonetti

Aerial manipulation aims at combining the manoeuvrability of aerial vehicles with the manipulation capabilities of robotic arms. This, however, comes at the cost of the additional control complexity due to the coupling of the dynamics of…

机器人学 · 计算机科学 2020-06-04 Dimos Tzoumanikas , Felix Graule , Qingyue Yan , Dhruv Shah , Marija Popovic , Stefan Leutenegger

Multi-robot formation control has various applications in domains such as vehicle troops, platoons, payload transportation, and surveillance. Maintaining formation in a vehicle platoon requires designing a suitable control scheme that can…

机器人学 · 计算机科学 2026-03-17 Rishabh Dev Yadav