In this paper, we consider a type of image quality assessment (IQA) as task-specific measurement, which can be used to select images that are more amenable given target task, such classification or segmentation. We propose train simultaneously two neural networks for selection and task using reinforcement learning. A controller network learns an policy by maximising accumulated reward based on ...

Task difficulty and validity The Assessment of Capacity for Myoelectric Control (ACMC) is an observational assessment designed to assess a prosthesis user’s ability to operate a myoelectric prosthetic hand in a bimanual task [1]. The prosthesis user is encouraged to select a bimanual task for the assessment. Concern has been raised over the tasks being used in the assessments [2]. Would a prost...

A prework paired-task assessment was evaluated for identifying work preferences among 3 adults with autism beginning a supported job. When the workers began the job, choices were provided between more and less preferred tasks (determined by previous assessment). Results supported the assessment for identifying single task preferences, but did not reveal preferences of 2 workers for alternate ta...