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In reinforcement learning, agents collect state information and rewards through environmental interactions, essential for policy refinement. This process is notably time-consuming, especially in complex robotic simulations and real-world…

机器人学 · 计算机科学 2024-10-18 Ke Duan , Kai Yang , Houde Liu , Xueqian Wang

After-action reviews (AARs) are professional discussions that help operators and teams enhance their task performance by analyzing completed missions with peers and professionals. Previous studies that compared different formats of AARs…

This paper presents a multi-stage experimental framework that integrates immersive Virtual Reality (VR) simulations, wearable sensors, and advanced signal processing to investigate construction workers neuro-physiological stress responses…

人机交互 · 计算机科学 2025-10-07 Fatemeh Banani Ardecani , Omidreza Shoghli

Identifying cybersickness in virtual reality (VR) applications such as games in a fast, precise, non-intrusive, and non-disruptive way remains challenging. Several factors can cause cybersickness, and their identification will help find its…

人机交互 · 计算机科学 2021-08-24 Diego Monteiro , Hai-Ning Liang , Xiaohang Tang , Pourang Irani

In Redirected Walking (RDW), resets are an overt method that explicitly interrupts users, and they should be avoided to provide a quality user experience. The number of resets depends on the configuration of the physical environment; thus,…

人机交互 · 计算机科学 2024-12-24 Sulim Chun , Ho Jung Lee , In-Kwon Lee

Stochastic resonance (SR) is a coherence enhancement effect due to noise that occurs in periodically-driven nonlinear dynamical systems. A very broad range of physical and biological systems present this effect such as climate change,…

斑图形成与孤子 · 物理学 2021-06-08 Adriano A. Batista , A. A. Lisboa de Souza , Raoni S. N. Moreira

It has been reported that virtual reality can be a useful tool for ergonomics study. The proposed integrated simulation system aims at measuring operator's performance in an interactive way for 2D control panel design. By incorporating some…

人机交互 · 计算机科学 2007-09-05 Ying Wang , Wei Zhang , Fouad Bennis , Damien Chablat

Stochastic optimization lies at the heart of machine learning, and its cornerstone is stochastic gradient descent (SGD), a method introduced over 60 years ago. The last 8 years have seen an exciting new development: variance reduction (VR)…

机器学习 · 计算机科学 2020-10-05 Robert M. Gower , Mark Schmidt , Francis Bach , Peter Richtarik

The response speed of a network impacts the efficacy of its actions to external stimuli. However, for a given bound on the update rate, the network-response speed is limited by the need to maintain stability. This work increases the…

系统与控制 · 计算机科学 2020-10-12 Santosh Devasia

Referents are often used to enhance scale perception in immersive visualizations. Common referent designs include the considerations of referent layout (side-by-side vs. in-situ) and referent size (small vs. medium vs. large). This paper…

人机交互 · 计算机科学 2024-03-26 Yihan Hou , Hao Cui , Rongrong Chen , Wei Zeng

Virtual reality (VR) environments are frequently used in auditory and cognitive research to imitate real-life scenarios, presumably enhancing state-of-the-art approaches with traditional computer screens. However, the effects of different…

音频与语音处理 · 电气工程与系统科学 2025-08-29 Cosima A. Ermert , Manuj Yadav , Jonathan Ehret , Chinthusa Mohanathasan , Andrea Bönsch , Torsten W. Kuhlen , Sabine J. Schlittmeier , Janina Fels

Virtual reality (VR) introduces sensory perturbations that may impact perception and action. The current study was designed to investigate how immersive VR presented through a head-mounted display (HMD) affects perceived functional body…

人机交互 · 计算机科学 2025-10-02 Xiaoye Michael Wang , Ali Mazalek , Catherine M. Sabiston , Timothy N. Welsh

This study examines stress levels in roadway workers utilizing AR-assisted multi-sensory warning systems under varying work intensities. A high-fidelity Virtual Reality environment was used to replicate real-world scenarios, allowing safe…

人机交互 · 计算机科学 2025-05-16 Fatemeh Banani Ardecani , Omidreza Shoghli

Understanding how people explore immersive virtual environments is crucial for many applications, such as designing virtual reality (VR) content, developing new compression algorithms, or learning computational models of saliency or visual…

计算机视觉与模式识别 · 计算机科学 2017-09-21 Vincent Sitzmann , Ana Serrano , Amy Pavel , Maneesh Agrawala , Diego Gutierrez , Belen Masia , Gordon Wetzstein

Reinforcement learning (RL) enables simulations of HCI tasks, yet their validity is questionable when performance is driven by visual rendering artifacts distinct from interaction design. We provide the first systematic analysis of how…

人机交互 · 计算机科学 2026-03-03 Hannah Selder , Charlotte Beylier , Nico Scherf , Arthur Fleig

The memory capacity in edge devices is often limited due to constraints on cost, size, and power. Consequently, memory competition leads to inevitable page swapping in memory-constrained mixed-criticality edge devices, causing slow storage…

操作系统 · 计算机科学 2025-11-26 Meng-Chia Lee , Wen Sheng Lim , Yuan-Hao Chang , Tei-Wei Kuo

It is well established that not only vision but also other sensory modalities affect drivers' control of their vehicles, and that drivers adapt over time to persistent changes in sensory cues (for example in driving simulators), but the…

神经元与认知 · 定量生物学 2018-11-08 Gustav Markkula , Richard Romano , Rachel Waldram , Oscar Giles , Callum Mole , Richard Wilkie

Cinematic Virtual Reality (CVR) is a narrative-driven VR experience that uses head-mounted displays with a 360-degree field of view. Previous research has explored different viewing modalities to enhance viewers' CVR experience. This study…

人机交互 · 计算机科学 2024-11-26 Yawen Zhang , Han Zhou , Zhoumingju Jiang , Zilu Tang , Tao Luo , Qinyuan Lei

While users could embody virtual avatars that mirror their physical movements in Virtual Reality, these avatars' motions can be redirected to enable novel interactions. Excessive redirection, however, could break the user's sense of…

人机交互 · 计算机科学 2025-02-17 Zhipeng Li , Yishu Ji , Ruijia Chen , Tianqi Liu , Yuntao Wang , Yuanchun Shi , Yukang Yan

High Quality Mobile Virtual Reality (VR) is what the incoming graphics technology era demands: users around the world, regardless of their hardware and network conditions, can all enjoy the immersive virtual experience. However, the…

硬件体系结构 · 计算机科学 2021-03-01 Chenhao Xie , Xie Li , Yang Hu , Huwan Peng , Michael Taylor , Shuaiwen Leon Song