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In this paper, the robot-assisted Reminiscence Therapy (RT) is studied as a psychosocial intervention to persons with dementia (PwDs). We aim at a conversation strategy for the robot by reinforcement learning to stimulate the PwD to talk.…

Robotics · Computer Science 2021-09-07 Fengpei Yuan , Ran Zhang , Dania Bilal , Xiaopeng Zhao

Socially assistive robots are increasingly being designed to interact with humans in various therapeutical scenarios. We believe that one useful scenario is providing exercise coaching for Persons with Dementia (PwD), which involves unique…

Robotics · Computer Science 2019-09-27 Martin Cooney , Jacob Pihl , Hanna Larsson , Abbas Orand , Eren Erdal Aksoy

This study explores a novel approach to advancing dementia care by integrating socially assistive robotics, reinforcement learning (RL), large language models (LLMs), and clinical domain expertise within a simulated environment. This…

Artificial Intelligence · Computer Science 2025-01-30 Fengpei Yuan , Nehal Hasnaeen , Ran Zhang , Bryce Bible , Joseph Riley Taylor , Hairong Qi , Fenghui Yao , Xiaopeng Zhao

The phrase "most cruel and revolting crimes" has been used to describe some poor historical treatment of vulnerable impaired persons by precisely those who should have had the responsibility of protecting and helping them. We believe we…

Computers and Society · Computer Science 2020-05-15 Martin Cooney , Sepideh Pashami , Eric Järpe , Awais Ashfaq

Effective dementia caregiving requires training and adaptive communication, but assistive AI and robotics are constrained by a lack of context-rich, privacy-sensitive data on how people living with Alzheimer's disease and related dementias…

Human-Computer Interaction · Computer Science 2026-04-01 Kruthika Gangaraju , Shu-Fen Wung , Kevin Berner , Jing Wang , Fengpei Yuan

As general purpose robots become more capable, pre-programming of all tasks at the factory will become less practical. We would like for non-technical human owners to be able to communicate, through interaction with their robot, the details…

Robotics · Computer Science 2012-04-03 Mark P. Woodward , Robert J. Wood

As the aging of society continues to accelerate, Alzheimer's Disease (AD) has received more and more attention from not only medical but also other fields, such as computer science, over the past decade. Since speech is considered one of…

Robotics · Computer Science 2022-11-17 Yuanchao Li , Catherine Lai , Divesh Lala , Koji Inoue , Tatsuya Kawahara

Early diagnosis of Alzheimer's disease and related dementias (ADRD) is critical for timely intervention, yet most diagnoses are delayed until advanced stages. While comprehensive patient narratives are essential for accurate diagnosis,…

Human-Computer Interaction · Computer Science 2026-01-28 Andrew G. Breithaupt , Nayoung Choi , James D. Finch , Jeanne M. Powell , Arin L. Nelson , Oz A. Alon , Howard J. Rosen , Jinho D. Choi

People living with dementia (PLWDs) face progressively declining abilities in medication management-from simple forgetfulness to complete task breakdown-yet most assistive technologies fail to adapt to these changing needs. This…

Robotics · Computer Science 2025-10-09 Kruthika Gangaraju , Tanmayi Inaparthy , Jiaqi Yang , Yihao Zheng , Fengpei Yuan

In this work, an online survey was used to understand the acceptability of humanoid robots and users' needs in using these robots to assist with care among people with Alzheimer's disease and related dementias (ADRD), their family…

Robots operating in real-world environments must reason about possible outcomes of stochastic actions and make decisions based on partial observations of the true world state. A major challenge for making accurate and robust action…

Robotics · Computer Science 2023-07-28 Ricardo Cannizzaro , Lars Kunze

Uncertainty plays a central role in spoken dialogue systems. Some stochastic models like Markov decision process (MDP) are used to model the dialogue manager. But the partially observable system state and user intention hinder the natural…

Artificial Intelligence · Computer Science 2013-01-14 Bo Zhang , Qingsheng Cai , Jianfeng Mao , Baining Guo

As social robots are increasingly introduced into dementia care, their embodied and interactive design may blur the boundary between artificial and lifelike entities, raising ethical concerns about robotic deception. However, it remains…

Human-Computer Interaction · Computer Science 2026-03-17 Fan Wang , Giulia Perugia , Yuan Feng , Wijnand IJsselsteijn

Societies worldwide are rapidly entering a super-aged era, making elderly health a pressing concern. The aging population is increasing the burden on national economies and households. Dementia cases are rising significantly with this…

Artificial Intelligence · Computer Science 2025-06-03 Chanwoo Park , Anna Seo Gyeong Choi , Sunghye Cho , Chanwoo Kim

For widespread deployment in domains characterized by partial observability, non-deterministic actions and unforeseen changes, robots need to adapt sensing, processing and interaction with humans to the tasks at hand. While robots typically…

Artificial Intelligence · Computer Science 2013-08-05 Shiqi Zhang , Mohan Sridharan

This study presents the development and testing of a conversational speech system designed for robots to detect speech biomarkers indicative of cognitive impairments in people living with dementia (PLwD). The system integrates a backend…

Computation and Language · Computer Science 2025-02-18 Rohith Perumandla , Young-Ho Bae , Diego Izaguirre , Esther Hwang , Andrew Murphy , Long-Jing Hsu , Selma Sabanovic , Casey C. Bennett

We present Speaking Memories, a distributed, stakeholder-in-the-loop robotic interaction platform for personalized cognitive exercise support. Rather than a single robot-centric system, Speaking Memories is designed as a generalizable…

Robotics · Computer Science 2026-04-21 Wenzheng Zhao , Ruth Palan Lopez , Shu Fen Wung , Fengpei Yuan

Alzheimer's disease is a neurodegenerative disorder marked by progressive declines in memory and language that reduce independence in daily life, motivating socially assistive robotic support. This paper presents MEMOR-E, a mobile quadruped…

Artificial Intelligence · Computer Science 2026-05-26 Maissa Abir Smaili , Eren Sadikoglu , Ransalu Senanayake

Individual cognitive stimulation therapy (iCST) is a non-pharmacological intervention for improving the cognition and quality of life of persons with dementia (PwDs); however, its effectiveness is limited by low adherence to delivery by…

Human-Computer Interaction · Computer Science 2025-07-21 Emmanuel Akinrintoyo , Nicole Salomons

Assistive systems for persons with cognitive disabilities (e.g. dementia) are difficult to build due to the wide range of different approaches people can take to accomplishing the same task, and the significant uncertainties that arise from…

Artificial Intelligence · Computer Science 2013-06-21 Marek Grzes , Jesse Hoey , Shehroz Khan , Alex Mihailidis , Stephen Czarnuch , Dan Jackson , Andrew Monk
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