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In this study, we propose a tailored DL framework for patient-specific performance that leverages the behavior of a model intentionally overfitted to a patient-specific training dataset augmented from the prior information available in an…

机器学习 · 计算机科学 2022-04-06 Jaehee Chun , Justin C. Park , Sven Olberg , You Zhang , Dan Nguyen , Jing Wang , Jin Sung Kim , Steve Jiang

Remote teleoperation of robots can broaden the reach of domain specialists across a wide range of industries such as home maintenance, health care, light manufacturing, and construction. However, current direct control methods are…

机器人学 · 计算机科学 2021-09-07 Emmanuel Senft , Michael Hagenow , Kevin Welsh , Robert Radwin , Michael Zinn , Michael Gleicher , Bilge Mutlu

Translating configurations between different network devices is a common yet challenging task in modern network operations. This challenge arises in typical scenarios such as replacing obsolete hardware and adapting configurations to…

网络与互联网体系结构 · 计算机科学 2025-09-23 Yunze Wei , Xiaohui Xie , Tianshuo Hu , Yiwei Zuo , Xinyi Chen , Kaiwen Chi , Yong Cui

The development of Vision-Language-Action (VLA) models has been significantly accelerated by pre-trained Vision-Language Models (VLMs). However, most existing end-to-end VLAs treat the VLM primarily as a multimodal encoder, directly mapping…

机器人学 · 计算机科学 2026-04-29 Yi Chen , Yuying Ge , Hui Zhou , Mingyu Ding , Yixiao Ge , Xihui Liu

In physical Human-Robot Collaboration (pHRC), accurate human intent estimation and rational human-robot role allocation are crucial for safe and efficient assistance. Existing methods that rely on short-term motion data for intention…

机器人学 · 计算机科学 2025-05-27 Haotian Liu , Yuchuang Tong , Zhengtao Zhang

Telemedicine applications have recently received substantial potential and interest, especially after the COVID-19 pandemic. Remote experience will help people get their complex surgery done or transfer knowledge to local surgeons, without…

人工智能 · 计算机科学 2023-10-10 Abdulrahman Soliman , Amr Mohamed , Elias Yaacoub , Nikhil V. Navkar , Aiman Erbad

We investigate the problem of supporting Industrial Internet of Things user equipment (IIoT UEs) with intent (i.e., requested quality of service (QoS)) and random traffic arrival. A deep reinforcement learning (DRL) based centralized…

信息论 · 计算机科学 2025-01-07 Salwa Mostafa , Mateus P. Mota , Alvaro Valcarce , Mehdi Bennis

Intention prediction has become a relevant field of research in Human-Machine and Human-Robot Interaction. Indeed, any artificial system (co)-operating with and along humans, designed to assist and coordinate its actions with a human…

机器人学 · 计算机科学 2025-03-20 Anna Belardinelli

A promising effective human-robot interaction in assistive robotic systems is gaze-based control. However, current gaze-based assistive systems mainly help users with basic grasping actions, offering limited support. Moreover, the…

机器人学 · 计算机科学 2025-08-20 Zejia Zhang , Bo Yang , Xinxing Chen , Weizhuang Shi , Haoyuan Wang , Wei Luo , Jian Huang

Reinforcement Learning (RL) or Deep Reinforcement Learning (DRL) is a powerful approach to solving Markov Decision Processes (MDPs) when the model of the environment is not known a priori. However, RL models are still faced with challenges…

系统与控制 · 电气工程与系统科学 2024-06-04 Kabirat Olayemi , Mien Van , Luke Maguire , Sean McLoone

Networked teleoperation with haptic feedback is a prime example for the emerging Tactile Internet, which requires a careful orchestration of haptic communication and control. One major challenge in this context is how to maximize the user's…

人机交互 · 计算机科学 2017-05-17 Xiao Xu , Qian Liu , Eckehard Steinbach

The long chain-of-thought (LongCoT) capability is central to the recent breakthroughs achieved by large language models in complex reasoning tasks. However, the accompanying issue of ''underthinking'', where models exhibit shallow reasoning…

计算与语言 · 计算机科学 2025-10-23 Xichen Zhang , Sitong Wu , Haoru Tan , Shaozuo Yu , Yinghao Zhu , Ziyi He , Jiaya Jia

Efficient Service Function Chain (SFC) provisioning and Virtual Network Function (VNF) placement are critical for enhancing network performance in modern architectures such as Software-Defined Networking (SDN) and Network Function…

网络与互联网体系结构 · 计算机科学 2026-01-23 Parisa Fard Moshiri , Murat Arda Onsu , Poonam Lohan , Burak Kantarci , Emil Janulewicz

Teleoperation provides an effective way to collect robot data, which is crucial for learning from demonstrations. In this field, teleoperation faces several key challenges: user-friendliness for new users, safety assurance, and…

机器人学 · 计算机科学 2025-04-22 Jingxiang Guo , Jiayu Luo , Zhenyu Wei , Yiwen Hou , Zhixuan Xu , Xiaoyi Lin , Chongkai Gao , Lin Shao

Vehicles with autonomous driving capabilities are present on public streets. However, edge cases remain that still require a human in-vehicle driver. Assuming the vehicle manages to come to a safe state in an automated fashion, teleoperated…

图像与视频处理 · 电气工程与系统科学 2021-06-11 Andreas Schimpe , Simon Hoffmann , Frank Diermeyer

Resource allocation in integrated sensing and communication (ISAC) systems needs to be optimized to balance the requirements of the communication and sensing modules considering complicated cross-layer data traffic and queue status in…

信号处理 · 电气工程与系统科学 2026-04-28 Xiyu Wang , Gilberto Berardinelli , Hei Victor Cheng , Petar Popovski , Ramoni Adeogun

The use of semi-autonomous and autonomous robotic assistants to aid in care of the elderly is expected to ease the burden on human caretakers, with small-stage testing already occurring in a variety of countries. Yet, it is likely that…

人工智能 · 计算机科学 2017-06-20 Hanan Rosemarin , John P. Dickerson , Sarit Kraus

Transmission interface power flow adjustment is a critical measure to ensure the security and economy operation of power systems. However, conventional model-based adjustment schemes are limited by the increasing variations and…

系统与控制 · 电气工程与系统科学 2024-05-28 Shunyu Liu , Wei Luo , Yanzhen Zhou , Kaixuan Chen , Quan Zhang , Huating Xu , Qinglai Guo , Mingli Song

Teleoperation is a critical method for human-robot interface, holds significant potential for enabling robotic applications in industrial and unstructured environments. Existing teleoperation methods have distinct strengths and limitations…

机器人学 · 计算机科学 2025-09-11 Jianshu Zhou , Boyuan Liang , Junda Huang , Ian Zhang , Masayoshi Tomizuka

Haptic guidance is a powerful technique to combine the strengths of humans and autonomous systems for teleoperation. The autonomous system can provide haptic cues to enable the operator to perform precise movements; the operator can…

机器人学 · 计算机科学 2020-08-13 Marco Ewerton , Oleg Arenz , Jan Peters