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Optimal human-in-the-loop interfaces based on Maxwell's Demon
2016 American Control Conference (ACC), 2016Interactions with complex systems require safe and reliable interfaces. However, such interfaces must be able to account for substantial uncertainty resulting from the unpredictable nature of human behavior. In this study we demonstrate that a controller/filter unit operating as a “Maxwell's Demon” can be used to synthesize human-machine interfaces ...
Kathleen Fitzsimons +2 more
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Toward Human in the Loop Optimization Through Game-Based Experiments
Proceedings of the 2016 Annual Symposium on Computer-Human Interaction in Play Companion Extended Abstracts, 2016Optimizing operations on critical infrastructure networks is key to reducing the impact of disruptive events. In this paper, we aim to explore the potential of having humans and algorithms work together to address this difficult task, which we refer to as human in the loop optimization.
Michael Williams +6 more
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Preference-Based Human-in-the-Loop Optimization for Perceived Realism of Haptic Rendering
IEEE Transactions on Haptics, 2023The fidelity of haptic rendering is characterized by the perceived realism capturing the level of similarity to a corresponding tangible object. Perceived realism depends on the musculoskeletal, mental, and perceptual properties of the individuals that manipulate the system.
Bilal Catkin, Volkan Patoglu
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Human-in-the-loop optimization of hip assistance with a soft exosuit during walking
Science Robotics, 2018Human-in-the-loop optimization achieved a substantial metabolic reduction and demonstrated the value of individualization.
Ye Ding +3 more
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Human-in-the-Loop Optimization for Product Design with Gaze Data
2022The purpose of this work is to search for a possible link between some intrinsic features of a three-dimensional model and the emotions it experiences in people who observe it. Specifically, we are interested in looking for what these features are and how it affects aesthetic perception with the goal of using these inputs to improve the final design of
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Human-in-the-Loop Optimization for Artificial Intelligence Algorithms
2022Helia Farhood +2 more
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Human-in-the-Loop Layout and Geometry Optimization of Structures and Components
2017Numerical truss layout optimization employs a ground structure which comprises a large number of potential structural elements from which an optimal subset is sought. The basic problem formulation can be solved via linear programming, which means that very large problems can be solved quickly.
Linwei He +3 more
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Human in the loop optimization of rocker shoes for offloading plantar pressure in the forefoot
Journal of BiomechanicsRocker shoes are often prescribed to reduce pressure in diabetic patients with loss of protective sensation but optimal apex position (AP) and apex angle (AA) vary across individuals. This study investigated whether human-in-the-loop optimization (HILO) can offload multiple high-pressure forefoot zones simultaneously without excessively increasing ...
R.R. Kurnianto +3 more
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Experience Sharing and Human-in-the-Loop Optimization for Federated Robot Navigation Recommendation
Mobile robot navigation in unknown, dynamic, hostile and/or crowded environments is a challenging task, especially when it comes to multi-robot systems. Looking at the issue from the lens of human-robot interaction (HRI) and artificial general intelligence, the keys are enabling (mobile) robots to deal with such a problem as human beings do by learningMoradi M., Moradi M., Guastella D. C.
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