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Machine learning approaches have recently enabled autonomous navigation for mobile robots in a data-driven manner. Since most existing learning-based navigation systems are trained with data generated in artificially created training…

机器人学 · 计算机科学 2022-10-11 Zifan Xu , Anirudh Nair , Xuesu Xiao , Peter Stone

Mapping and navigation have gone hand-in-hand since long before robots existed. Maps are a key form of communication, allowing someone who has never been somewhere to nonetheless navigate that area successfully. In the context of…

机器人学 · 计算机科学 2024-07-16 Ian D. Miller , Fernando Cladera , Trey Smith , Camillo Jose Taylor , Vijay Kumar

Current technological advances open up new opportunities for bringing human-machine interaction to a new level of human-centered cooperation. In this context, a key issue is the semantic understanding of the environment in order to enable…

机器人学 · 计算机科学 2022-11-08 Thorsten Hempel , Marc-André Fiedler , Aly Khalifa , Ayoub Al-Hamadi , Laslo Dinges

Machine learning provides a powerful tool for building socially compliant robotic systems that go beyond simple predictive models of human behavior. By observing and understanding human interactions from past experiences, learning can…

机器人学 · 计算机科学 2023-10-27 Noriaki Hirose , Dhruv Shah , Ajay Sridhar , Sergey Levine

We aim for domestic robots to perform long-term indoor service. Under the object-level scene dynamics induced by daily human activities, a robot needs to robustly localize itself in the environment subject to scene uncertainties. Previous…

机器人学 · 计算机科学 2022-09-13 Xiao Li , Yidong Du , Zhen Zeng , Odest Chadwicke Jenkins

Two regimes permitting safe physical human-robot interaction, speed and separation monitoring and safety-rated monitored stop, depend on reliable perception of the space surrounding the robot. This can be accomplished by visual sensors…

机器人学 · 计算机科学 2023-12-21 Jakub Rozlivek , Petr Svarny , Matej Hoffmann

Robots, as AI with physical instantiation, inhabit our social and physical world, where their actions have both social and physical consequences, posing challenges for researchers when designing social robots. This study starts with a…

机器人学 · 计算机科学 2025-12-09 Giulio Antonio Abbo , Tony Belpaeme , Micol Spitale

Quadruped robots are currently used in industrial robotics as mechanical aid to automate several routine tasks. However, presently, the usage of such a robot in a domestic setting is still very much a part of the research. This paper…

Socially aware navigation is a fast-evolving research area in robotics that enables robots to move within human environments while adhering to the implicit human social norms. The advent of Deep Reinforcement Learning (DRL) has accelerated…

机器人学 · 计算机科学 2025-12-02 Ibrahim Khalil Kabir , Muhammad Faizan Mysorewala

There is a growing need to deliver rehabilitation care to patients remotely. Long term demographic changes, geographic shortages of care providers, and now a global pandemic contribute to this need. Telepresence provides an option for…

机器人学 · 计算机科学 2022-03-01 Michael J. Sobrepera , Vera G. Lee , Suveer Garg , Michelle J. Johnson , Ph. D

Social assistance robots in health and elderly care have the potential to support and ease human lives. Given the macrosocial trends of aging and long-lived populations, robotics-based care research mainly focused on helping the elderly…

机器人学 · 计算机科学 2018-10-24 Fabian Falck , Sagar Doshi , Nico Smuts , John Lingi , Kim Rants , Petar Kormushev

This article describes a dataset collected in a set of experiments that involves human participants and a robot. The set of experiments was conducted in the computing science robotics lab in Simon Fraser University, Burnaby, BC, Canada, and…

计算机视觉与模式识别 · 计算机科学 2020-10-29 Zhitian Zhang , Jimin Rhim , Taher Ahmadi , Kefan Yang , Angelica Lim , Mo Chen

Regardless of their industrial or research application, the streamlining of robot operations is limited by the proximity of experienced users to the actual hardware. Be it massive open online robotics courses, crowd-sourcing of robot task…

机器人学 · 计算机科学 2018-09-26 Jordi Spranger , Roxana Buzatoiu , Athanasios Polydoros , Lazaros Nalpantidis , Evangelos Boukas

While there has been remarkable progress recently in the fields of manipulation and locomotion, mobile manipulation remains a long-standing challenge. Compared to locomotion or static manipulation, a mobile system must make a diverse range…

机器人学 · 计算机科学 2024-05-14 Shagun Uppal , Ananye Agarwal , Haoyu Xiong , Kenneth Shaw , Deepak Pathak

Recent progress in imitation learning from human demonstrations has shown promising results in teaching robots manipulation skills. To further scale up training datasets, recent works start to use portable data collection devices without…

机器人学 · 计算机科学 2024-10-14 Sirui Chen , Chen Wang , Kaden Nguyen , Li Fei-Fei , C. Karen Liu

Navigating complex indoor environments requires a deep understanding of the space the robotic agent is acting into to correctly inform the navigation process of the agent towards the goal location. In recent learning-based navigation…

机器人学 · 计算机科学 2023-10-05 Marco Rosano , Antonino Furnari , Luigi Gulino , Corrado Santoro , Giovanni Maria Farinella

Hardware platforms for socially interactive robotics can be limited by cost or lack of functionality. This paper presents the overall system -- design, hardware, and software -- for Quori, a novel, affordable, socially interactive humanoid…

机器人学 · 计算机科学 2021-09-03 Andrew Specian , Ross Mead , Simon Kim , Maja Matarić , Mark Yim

While effective navigation in large, crowded environments is essential for an autonomous robot, preliminary testing of algorithms to support it requires simulation across a broad range of crowd scenarios. Most available simulation tools…

机器人学 · 计算机科学 2018-01-29 Anoop Aroor , Susan L. Epstein , Raj Korpan

Developing excavation autonomy is challenging given the environments where excavators operate, the complexity of physical interaction and the degrees of freedom of operation of the excavator itself. Simulation is a useful tool to build…

In this paper, we propose the development of an interactive platform between humans and a dual-arm robotic system based on the Robot Operating System (ROS) and a multimodal artificial intelligence model. Our proposed platform consists of…

机器人学 · 计算机科学 2024-11-11 Thanh Nguyen Canh , Ba Phuong Nguyen , Hong Quan Tran , Xiem HoangVan