Changes for page 3. Human-Robot Collaboration
Last modified by Mark Neerincx on 2023/03/01 12:22
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edited by Mark Neerincx
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on 2023/03/01 11:02
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To version 5.1
edited by Mark Neerincx
on 2023/03/01 12:22
on 2023/03/01 12:22
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... ... @@ -1,4 +1,8 @@ 1 +Van Stijn et al. (2021) studied Team Design Patterns (TDPs) as a means to identify generic solutions for a recurring design problem in a medical human-AI system: mitigating harmful biases in machine learning algorithms. The TDPs proved to be useful to describe solutions for diverse HI design problems with a moral component on varying abstraction levels, usable by a heterogeneous group of multidisciplinary researchers. Team design patterns can explicate the allocation of responsibilities (e.g., human's responsibility for the robot’s behavior and for the team’s decisions) and the need for explanations that fit with the assigned team roles and the human cognitive state (Van der Waa et al.. 2021). 2 + 1 1 Feng et al. (2022) investigated how People with Dementia (PwD) can be engaged in meaningful activities with a context-enhanced human-robot interaction. The situated multi-modal stimuli proved to have a positive effect on the engagement and social interaction. 2 2 3 3 4 -1. Han, Areum & Radel, Jeff & Mcdowd, Joan & Sabata, Dory. (2016). Perspectives of People with Dementia About Meaningful Activities: A Synthesis. American Journal of Alzheimer s Disease and Other Dementias. 31. 115-123. 6 +1. Feng, Y., Perugia, G., Yu, S., Barakova, E. I., Hu, J., & Rauterberg, G. M. (2022). Context-Enhanced Human-Robot Interaction: Exploring the Role of System Interactivity and Multimodal Stimuli on the Engagement of People with Dementia. //International Journal of Social Robotics//, 1-20. 7 +1. van der Waa, J., Verdult, S., van den Bosch, K., van Diggelen, J., Haije, T., van der Stigchel, B., & Cocu, I. (2021). Moral decision making in human-agent teams: Human control and the role of explanations. //Frontiers in Robotics and AI//, //8//, 640647. 8 +1. van Stijn, J. J., Neerincx, M. A., ten Teije, A., & Vethman, S. (2021). Team Design Patterns for Moral Decisions in Hybrid Intelligent Systems: A Case Study of Bias Mitigation. In //AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering//.