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This paper proposes an adaptive human pilot model that is able to mimic the crossover model in the presence of uncertainties. The proposed structure is based on the model reference adaptive control, and the adaptive laws are obtained using…

Systems and Control · Electrical Eng. & Systems 2020-07-21 Seyed Shahabaldin Tohidi , Yildiray Yildiz

When we go for a walk with friends, we can observe an interesting effect: From step lengths to arm movements - our movements unconsciously align; they synchronize. Prior research found that this synchronization is a crucial aspect of human…

Human-Computer Interaction · Computer Science 2023-05-01 Wieslaw Bartkowski , Andrzej Nowak , Filip Ignacy Czajkowski , Albrecht Schmidt , Florian Müller

Human trust plays a crucial role in the effectiveness of human-robot collaboration. Despite its significance, the development and maintenance of an optimal trust level are obstructed by the complex nature of influencing factors and their…

Robotics · Computer Science 2024-12-31 Hao Guo , Bangan Wu , Qi Li , Zhen Ding , Feng Jiang , Chunzhi Yi

In cooperative training, humans within a team coordinate on complex tasks, building mental models of their teammates and learning to adapt to teammates' actions in real-time. To reduce the often prohibitive scheduling constraints associated…

Often, when modeling human decision-making behaviors in the context of human-robot teaming, the emotion aspect of human is ignored. Nevertheless, the influence of emotion, in some cases, is not only undeniable but beneficial. This work…

Artificial Intelligence · Computer Science 2019-10-02 Longsheng Jiang , Yue Wang

With the current progress of Artificial Intelligence (AI) technology and its increasingly broader applications, trust is seen as a required criterion for AI usage, acceptance, and deployment. A robust measurement instrument is essential to…

Human-Computer Interaction · Computer Science 2025-10-27 Retno Larasati

In human-robot collaboration (HRC), human trust in the robot is the human expectation that a robot executes tasks with desired performance. A higher-level trust increases the willingness of a human operator to assign tasks, share plans, and…

Robotics · Computer Science 2021-06-30 Ruijiao Luo , Chao Huang , Yuntao Peng , Boyi Song , Rui Liu

Driven by the "user-centered design" philosophy, this paper first outlines the human factors problems of the flight deck automation for large civil aircraft and the human factors research carried out based on the "human-centered automation"…

Human-Computer Interaction · Computer Science 2023-03-07 Wei Xu

Trust in robots is widely believed to be imperative for the adoption of robots into people's daily lives. It is, therefore, understandable that the literature of the last few decades focuses on measuring how much people trust robots -- and…

Robotics · Computer Science 2023-11-22 Patrick Holthaus , Alessandra Rossi

As artificial intelligence (AI) is increasingly deployed in high-stakes public decision-making (from resource allocation to welfare distribution), public trust in these systems has become a critical determinant of their legitimacy and…

Computers and Society · Computer Science 2026-03-24 Jiaqi Lai , Hou Liang , Weihong Huang

Metamorphic testing has proven to be effective for test case generation and fault detection in many domains. It is a software testing strategy that uses certain relations between input-output pairs of a program, referred to as metamorphic…

Software Engineering · Computer Science 2022-09-23 Jubril Gbolahan Adigun , Linus Eisele , Michael Felderer

Trust is a multilayered concept with critical relevance when it comes to introducing new technologies. Understanding how humans will interact with complex vehicle systems and preparing for the functional, societal and psychological aspects…

Human-Computer Interaction · Computer Science 2021-07-01 Yuri Klebanov , Romi Mikulinsky , Tom Reznikov , Miles Pennington , Yoshihiro Suda , Toshihiro Hiraoka , Shoichi Kanzaki

This study evaluates pilots' cognitive workload and situational awareness during remote small unmanned aircraft system operations in different wind conditions. To complement the urban air mobility concept that envisions safe, sustainable,…

Human-Computer Interaction · Computer Science 2023-09-12 Asma Tabassum , He Bai , Nicoletta Fala

Today, AI is being increasingly used to help human experts make decisions in high-stakes scenarios. In these scenarios, full automation is often undesirable, not only due to the significance of the outcome, but also because human experts…

Artificial Intelligence · Computer Science 2020-01-08 Yunfeng Zhang , Q. Vera Liao , Rachel K. E. Bellamy

As human-agent teaming (HAT) research continues to grow, computational methods for modeling HAT behaviors and measuring HAT effectiveness also continue to develop. One rising method involves the use of human digital twins (HDT) to…

Human-Computer Interaction · Computer Science 2024-11-05 Daniel Nguyen , Myke C. Cohen , Hsien-Te Kao , Grant Engberson , Louis Penafiel , Spencer Lynch , Svitlana Volkova

Probabilistic machine learning increasingly informs critical decisions in medicine, economics, politics, and beyond. We need evidence to support that the resulting decisions are well-founded. To aid development of trust in these decisions,…

Machine Learning · Computer Science 2021-12-08 Tamara Broderick , Andrew Gelman , Rachael Meager , Anna L. Smith , Tian Zheng

Many intelligent transportation systems are multi-agent systems, i.e., both the traffic participants and the subsystems within the transportation infrastructure can be modeled as interacting agents. The use of AI-based methods to achieve…

Artificial Intelligence · Computer Science 2021-11-09 Mingxi Cheng , Junyao Zhang , Shahin Nazarian , Jyotirmoy Deshmukh , Paul Bogdan

The trust game, derived from an economics experiment, has recently attracted interest in the field of evolutionary dynamics. In a recent version of the evolutionary trust game, players adopt one of three strategies: investor, trustworthy…

Populations and Evolution · Quantitative Biology 2024-02-13 Chaoqian Wang

Trust has emerged as a key factor in people's interactions with AI-infused systems. Yet, little is known about what models of trust have been used and for what systems: robots, virtual characters, smart vehicles, decision aids, or others.…

Human-Computer Interaction · Computer Science 2022-05-03 Takane Ueno , Yuto Sawa , Yeongdae Kim , Jacqueline Urakami , Hiroki Oura , Katie Seaborn

The use of partially automated driving systems raises concerns about potential responsibility issues, posing risk to the system safety, acceptance, and adoption of these technologies. The concept of meaningful human control has emerged in…

Human-Computer Interaction · Computer Science 2025-07-21 Lucas Elbert Suryana , Sina Nordhoff , Simeon C. Calvert , Arkady Zgonnikov , Bart van Arem