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Curiosity is a vital metacognitive skill in educational contexts, leading to creativity, and a love of learning. And while many school systems increasingly undercut curiosity by teaching to the test, teachers are increasingly interested in…

Machine Learning · Computer Science 2022-04-04 Tanmay Sinha , Zhen Bai , Justine Cassell

Curiosity is a vital metacognitive skill in educational contexts. Yet, little is known about how social factors influence curiosity in group work. We argue that curiosity is evoked not only through individual, but also interpersonal…

Human-Computer Interaction · Computer Science 2017-10-24 Tanmay Sinha , Zhen Bai , Justine Cassell

Curiosity is the strong desire to learn or know more about something or someone. Since learning is often a social endeavor, social dynamics in collaborative learning may inevitably influence curiosity. There is a scarcity of research,…

Human-Computer Interaction · Computer Science 2017-10-24 Tanmay Sinha , Zhen Bai , Justine Cassell

During virtual navigation, users exhibit varied interaction and navigation behaviors influenced by several factors. Existing theories and models have been developed to explain and predict these diverse patterns. While users often experience…

Human-Computer Interaction · Computer Science 2025-08-22 Tangyao Li , Yuyang Wang

Throughout life, we might seek a calling, companions, skills, entertainment, truth, self-knowledge, beauty, and edification. The practice of curiosity can be viewed as an extended and open-ended search for valuable information with hidden…

Neurons and Cognition · Quantitative Biology 2020-06-05 Dale Zhou , David M. Lydon-Staley , Perry Zurn , Danielle S. Bassett

The emergence of virtual companions is transforming the evolution of intelligent systems that effortlessly cater to the unique requirements of users. These advanced systems not only take into account the user present capabilities,…

Human-Computer Interaction · Computer Science 2023-09-06 Ziaullah Momand , Jonathan H. Chan , Pornchai Mongkolnam

Psychological curiosity plays a significant role in human intelligence to enhance learning through exploration and information acquisition. In the Artificial Intelligence (AI) community, artificial curiosity provides a natural intrinsic…

Artificial Intelligence · Computer Science 2022-01-21 Chenyu Sun , Hangwei Qian , Chunyan Miao

Infants explore their complex physical and social environment in an organized way. To gain insight into what intrinsic motivations may help structure this exploration, we create a virtual infant agent and place it in a…

Machine Learning · Computer Science 2023-05-24 Chris Doyle , Sarah Shader , Michelle Lau , Megumi Sano , Daniel L. K. Yamins , Nick Haber

Curiosity-driven learning has shown significant positive effects on students' learning experiences and outcomes. But despite this importance, reports show that children lack this skill, especially in formal educational settings. To address…

Computers and Society · Computer Science 2024-03-14 Rania Abdelghani , Edith Law , Chloé Desvaux , Pierre-Yves Oudeyer , Hélène Sauzéon

What are the functions of curiosity? What are the mechanisms of curiosity-driven learning? We approach these questions about the living using concepts and tools from machine learning and developmental robotics. We argue that…

Artificial Intelligence · Computer Science 2018-06-19 Pierre-Yves Oudeyer

The application of Virtual Reality Environments (VRE) has been gaining momentum as a relatively new tool to assist with mitigating various difficulties including abstractness of concepts, lack of user engagement, perception of disconnection…

Human-Computer Interaction · Computer Science 2024-11-26 Ourania Koutzampasopoulou Xanthidou , Nadine Aburumman , Hanêne Ben-Abdallah

The human intrinsic desire to pursue knowledge, also known as curiosity, is considered essential in the process of skill acquisition. With the aid of artificial curiosity, we could equip current techniques for control, such as Reinforcement…

Machine Learning · Computer Science 2022-02-24 Pietro Mazzaglia , Ozan Catal , Tim Verbelen , Bart Dhoedt

Virtual reality (VR) is increasingly used as a platform for social interaction, including as a means for older adults to maintain engagement. However, there has been limited research to examine the features of social VR that are most…

Human-Computer Interaction · Computer Science 2022-10-10 Tong Bill Xu , Armin Mostafavi , Benjamin Kim , Angella Lee , Walter Boot , Sara Czaja , Saleh Kalantari

Exploration is one of the core challenges in reinforcement learning. A common formulation of curiosity-driven exploration uses the difference between the real future and the future predicted by a learned model. However, predicting the…

Machine Learning · Computer Science 2021-01-19 Victoria Dean , Shubham Tulsiani , Abhinav Gupta

Curiosity-based reward schemes can present powerful exploration mechanisms which facilitate the discovery of solutions for complex, sparse or long-horizon tasks. However, as the agent learns to reach previously unexplored spaces and the…

Virtual Learning Environments (VLEs) are spaces designed to educate students remotely via online platforms. Although traditional VLEs such as iSocial have shown promise in educating students, they offer limited immersion that diminishes…

Human-Computer Interaction · Computer Science 2017-07-25 Chiara Zizza , Adam Starr , Devin Hudson , Sai Shreya Nuguri , Prasad Calyam , Zhihai He

Virtual environments (VEs) can create collaborative and social spaces, which are increasingly important in the face of remote work and travel reduction. Recent advances, such as more open and widely available platforms, create new…

Human-Computer Interaction · Computer Science 2021-01-15 Julie Williamson , Jie Li , Vinoba Vinayagamoorthy , David A. Shamma , Pablo Cesar

We hypothesize that curiosity is a mechanism found by evolution that encourages meaningful exploration early in an agent's life in order to expose it to experiences that enable it to obtain high rewards over the course of its lifetime. We…

Machine Learning · Computer Science 2020-03-12 Ferran Alet , Martin F. Schneider , Tomas Lozano-Perez , Leslie Pack Kaelbling

Social media platforms are often criticized for fostering antisocial behavior rather than prosocial behavior. Yet, testing interventions to encourage prosocial dispositions, such as open-mindedness, has been hindered by researchers' limited…

Social and Information Networks · Computer Science 2026-01-23 Marie Neubrander , Markus Reiter-Haas , Ben Rochford , Max Allamong , Christopher Bail , Sunshine Hillygus , Alexander Volfovsky

We present a rational analysis of curiosity, proposing that people's curiosity is driven by seeking stimuli that maximize their ability to make appropriate responses in the future. This perspective offers a way to unify previous theories of…

Artificial Intelligence · Computer Science 2020-08-04 Rachit Dubey , Thomas L. Griffiths
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