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Action anticipation, intent prediction, and proactive behavior are all desirable characteristics for autonomous driving policies in interactive scenarios. Paramount, however, is ensuring safety on the road -- a key challenge in doing so is…

机器人学 · 计算机科学 2020-12-08 Karen Leung , Edward Schmerling , Mengxuan Zhang , Mo Chen , John Talbot , J. Christian Gerdes , Marco Pavone

In this paper, we address the challenge of performing non-prehensile pushing operations with a compliant robotic manipulation system. To ensure safe operations in human-populated environments, robots must comply with external physical…

机器人学 · 计算机科学 2026-05-26 Francesco Cufino , Mario Selvaggio , Fabio Amadio , Fabio Ruggiero

As assistive and collaborative robots become more ubiquitous in the real-world, we need to develop interfaces and controllers that are safe for users to build trust and encourage adoption. In this Blue Sky paper, we discuss the need for…

机器人学 · 计算机科学 2022-10-18 Ahalya Prabhakar , Aude Billard

In this work, we build on our method for manipulating unknown objects via contact configuration regulation: the estimation and control of the location, geometry, and mode of all contacts between the robot, object, and environment. We…

机器人学 · 计算机科学 2023-10-03 Orion Taylor , Neel Doshi , Alberto Rodriguez

In the evolving landscape of high-speed agile quadrotor flight, achieving precise trajectory tracking at the platform's operational limits is paramount. Controllers must handle actuator constraints, exhibit robustness to disturbances, and…

机器人学 · 计算机科学 2025-10-15 Lukas Pries , Markus Ryll

Intrinsically elastic robots surpass their rigid counterparts in a range of different characteristics. By temporarily storing potential energy and subsequently converting it to kinetic energy, elastic robots are capable of highly dynamic…

Contact-rich manipulation plays an important role in daily human activities. However, uncertain physical parameters often pose significant challenges for both planning and control. A promising strategy is to develop policies that are robust…

机器人学 · 计算机科学 2025-05-29 Teng Xue , Amirreza Razmjoo , Suhan Shetty , Sylvain Calinon

This work presents a novel fault-tolerant control scheme based on active inference. Specifically, a new formulation of active inference which, unlike previous solutions, provides unbiased state estimation and simplifies the definition of…

机器人学 · 计算机科学 2021-04-06 Mohamed Baioumy , Corrado Pezzato , Riccardo Ferrari , Carlos Hernandez Corbato , Nick Hawes

Electromechanical switching devices, such as solenoid valves, contactors, and relays, suffer from undesirable phenomena like clicking, mechanical wear, and contact bounce. Despite that, they are still widely used in industry due to their…

系统与控制 · 电气工程与系统科学 2024-07-29 Edgar Ramirez-Laboreo , Eduardo Moya-Lasheras , Eloy Serrano-Seco

In contact-rich tasks, setting the stiffness of the control system is a critical factor in its performance. Although the setting range can be extended by making the stiffness matrix asymmetric, its stability has not been proven. This study…

机器人学 · 计算机科学 2026-03-19 Toshiaki Tsuji , Yasuhiro Kato

The ability to achieve precise and smooth trajectory tracking is crucial for ensuring the successful execution of various tasks involving robotic manipulators. State-of-the-art techniques require accurate mathematical models of the robot…

机器人学 · 计算机科学 2024-06-21 Mohamed Abdelwahab , Giulio Giacomuzzo , Alberto Dalla Libera , Ruggero Carli

This study aims to design a motion/force controller for an aerial manipulator which guarantees the tracking of time-varying motion/force trajectories as well as the stability during the transition between free and contact motions. To this…

机器人学 · 计算机科学 2023-01-20 Jeonghyun Byun , Byeongjun Kim , Changhyeon Kim , Donggeon David Oh , H. Jin Kim

This paper proposes a Safe Online Control-Informed Learning framework for safety-critical autonomous systems. The framework unifies optimal control, parameter estimation, and safety constraints into an online learning process. It employs an…

系统与控制 · 电气工程与系统科学 2025-12-25 Tianyu Zhou , Zihao Liang , Zehui Lu , Shaoshuai Mou

This paper addresses the problem of computing optimal impedance schedules for legged locomotion tasks involving complex contact interactions. We formulate the problem of impedance regulation as a trade-off between disturbance rejection and…

机器人学 · 计算机科学 2021-01-26 Bilal Hammoud , Majid Khadiv , Ludovic Righetti

With the advancement of affordable self-driving vehicles using complicated nonlinear optimization but limited computation resources, computation time becomes a matter of concern. Other factors such as actuator dynamics and actuator command…

机器人学 · 计算机科学 2023-10-18 Dvij Kalaria , Qin Lin , John M. Dolan

A new framework is developed for control of constrained nonlinear systems with structured parametric uncertainties. Forward invariance of a safe set is achieved through online parameter adaptation and data-driven model estimation. The new…

系统与控制 · 电气工程与系统科学 2020-06-01 Brett T. Lopez , Jean-Jacques E. Slotine , Jonathan P. How

Many robot manipulation tasks require the robot to make and break contact with objects and surfaces. The dynamics of such changing-contact robot manipulation tasks are discontinuous when contact is made or broken, and continuous elsewhere.…

机器人学 · 计算机科学 2021-06-22 Saif Sidhik , Mohan Sridharan , Dirk Ruiken

Controlling soft continuum manipulator arms is difficult due to their infinite degrees of freedom, nonlinear material properties, and large deflections under loading. This paper presents a data-driven approach to identifying soft…

机器人学 · 计算机科学 2020-02-05 Daniel Bruder , Xun Fu , R. Brent Gillespie , C. David Remy , Ram Vasudevan

As roles for unmanned aerial vehicles (UAV) continue to diversify, the ability to sense and interact closely with the environment becomes increasingly important. Within this paper we report on the initial flight tests of a novel adaptive…

机器人学 · 计算机科学 2017-11-30 Salua Hamaza , Ioannis Georgilas , Thomas Richardson

Physical Human-Robot Interaction (pHRI) task involves tight coupling between safety constraints and compliance with human intentions. In this paper, a novel switched model reference admittance controller is developed to maintain compliance…

机器人学 · 计算机科学 2022-11-29 Chayan Kumar Paul , Bhabani Shankar Dey , Udayan Banerjee , Indra Narayan Kar