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Deep reinforcement learning (DRL) has had success in virtual and simulated domains, but due to key differences between simulated and real-world environments, DRL-trained policies have had limited success in real-world applications. To…

机器学习 · 计算机科学 2025-03-17 Peter Böhm , Pauline Pounds , Archie C. Chapman

The Roller-Quadrotor is a novel quadrotor that combines the maneuverability of aerial drones with the endurance of ground vehicles. This work focuses on the design, modeling, and experimental validation of the Roller-Quadrotor. Flight…

机器人学 · 计算机科学 2024-12-17 Zhi Zheng , Jin Wang , Yuze Wu , Qifeng Cai , Huan Yu , Ruibin Zhang , Jie Tu , Jun Meng , Guodong Lu , Fei Gao

Dynamics is a core discipline in Mechanical and Aerospace Engineering programs and with the ubiquitous nature of control in modern day applications, the field of mechatronics has gained popularity. Mechatronics refers to the field of…

物理教育 · 物理学 2023-03-06 Adrian Stein , Tarik Parcic , Tarunraj Singh

We present a novel application of robust control and online learning for the balancing of a n Degree of Freedom (DoF), Wheeled Inverted Pendulum (WIP) humanoid robot. Our technique condenses the inaccuracies of a mass model into a Center of…

机器人学 · 计算机科学 2019-05-16 Munzir Zafar , Akash Patel , Bogdan Vlahov , Nathaniel Glaser , Sergio Aguillera , Seth Hutchinson

Quadruped robots are machines intended for challenging and harsh environments. Despite the progress in locomotion strategy, safely recovering from unexpected falls or planned drops is still an open problem. It is further made more difficult…

机器人学 · 计算机科学 2023-09-14 Francesco Roscia , Michele Focchi , Andrea Del Prete , Darwin G. Caldwell , Claudio Semini

Mechatronic systems are commonly used in the industry, where fast and accurate motion performance is always required to guarantee manufacturing precision and efficiency. Nevertheless, the system model and parameters are difficult to be…

系统与控制 · 电气工程与系统科学 2021-03-24 Wenxin Wang , Jun Ma , Zilong Cheng , Xiaocong Li , Abdullah Al Mamun , Tong Heng Lee

Achieving closed-loop control over wireless is crucial in realizing the vision of Industry 4.0 and beyond. This demonstration shows the viability of closed-loop control over wireless through a high-performance wireless solution. The…

机器人学 · 计算机科学 2020-03-25 Aleksandar Stanoev , Adnan Aijaz , Anthony Portelli , Michael Baddeley

This paper introduces novel air actuated spherical robot called "RollRoller". The RollRoller robot consists of two essential parts: tubes covered with a shell as a frame and mechanical controlling parts to correspond movements. The…

机器人学 · 计算机科学 2016-10-20 Seyed Amir Tafrishi

Payload grasping and transportation with quadcopters is an active research area that has rapidly developed over the last decade. To grasp a payload without human interaction, most state-of-the-art approaches apply robotic arms that are…

机器人学 · 计算机科学 2024-03-27 Péter Antal , Tamás Péni , Roland Tóth

This study evaluates the application of a discrete action space reinforcement learning method (Q-learning) to the continuous control problem of robot inverted pendulum balancing. To speed up the learning process and to overcome technical…

机器人学 · 计算机科学 2023-12-06 Mohammad Safeea , Pedro Neto

This paper considers the simultaneous position and orientation planning of nonholonomic multirobot systems. Different from common researches which only focus on final position constraints, we model the nonholonomic mobile robot as a rigid…

机器人学 · 计算机科学 2022-09-05 Xiaodong He , Zhongkui Li

Spherical robots typically require at least two actuators to achieve controlled 2D planar motion. Here we present Rollbot, the first spherical robot capable of controllably maneuvering on a 2D plane with a single actuator, challenging this…

机器人学 · 计算机科学 2026-05-13 Jingxian Wang , Michael Rubenstein

This study presents a novel reinforcement learning (RL)-based control framework aimed at enhancing the safety and robustness of the quadcopter, with a specific focus on resilience to in-flight one propeller failure. Addressing the critical…

机器人学 · 计算机科学 2025-09-10 Muzaffar Habib , Adnan Maqsood , Adnan Fayyaz ud Din

The inverted pendulum is a non-linear unbalanced system that needs to be controlled using motors to achieve stability and equilibrium. The inverted pendulum is constructed with Lego and using the Lego Mindstorm NXT, which is a programmable…

Sliding tasks performed by aerial robots are valuable for inspection and simple maintenance tasks at height, such as non-destructive testing and painting. Although various end-effector designs have been used for such tasks, non-actuated…

This paper presents a new prescribed performance control scheme for the attitude tracking of the three degree-of-freedom (3-DOF) helicopter system with lumped disturbances under mechanical constraints. First, a novel prescribed performance…

系统与控制 · 电气工程与系统科学 2021-01-28 Xidong Wang

In the field, robots often need to operate in unknown and unstructured environments, where accurate sensing and state estimation (SE) becomes a major challenge. Cameras have been used to great success in mapping and planning in such…

机器人学 · 计算机科学 2022-08-05 Steffen Bleher , Steve Heim , Sebastian Trimpe

Parallel robots are capable of high-speed manipulation and have become essential tools in the industry. The proximal placement of their motors and the low weight of their end effectors make them ideal for generating highly dynamic motion.…

机器人学 · 计算机科学 2023-04-03 Nayan Man Singh Pradhan , Patrick Frank , An Mo , Alexander Badri-Spröwitz

This paper presents QuadSoft, a novel fully actuated quadrotor equipped with continuous-curvature, tendon-driven soft robotic arms. The design combines a semi-rigid central frame with flexible arms, enabling controlled structural…

系统与控制 · 电气工程与系统科学 2026-04-02 Rodolfo Verdin , Hugo Moreno , Mark W. Spong , Gerardo Flores

This paper designs a new spherical robot structure capable of supporting high-speed motion at up to 10 m/s. Building upon a single-pendulum-driven spherical robot, the design incorporates a momentum wheel with an axis aligned with the…

机器人学 · 计算机科学 2025-11-04 Bixuan Zhang , Fengqi Zhang , Haojie Chen , You Wang , Jie Hao , Zhiyuan Luo , Guang Li