Artificial intelligence projects _ ccis
This project will create a framework for simulation-based training that supports a learner’s exploration and replay, and will exercise theory of mind skills, in order to deliver the full promise of social skills training. Engineering applications of artificial intelligence pdf The term Theory of Mind (ToM) refers to the human capacity to use beliefs about the mental processes and states of others. The importance of artificial intelligence In order to train social skills, there has been a rapid growth in narrative-based simulations that allow learners to role-play social interactions. Artificial intelligence home However, the design of these systems often constrains the learner’s ability to explore different behaviors and their consequences.
Artificial intelligence for kids Attempts to support more generative experiences face a combinatorial explosion of alternative paths through the interaction, presenting an overwhelming challenge for developers to create content for all the alternatives. Artificial intelligence search algorithms examples Rather, training systems are often designed around exercising specific behaviors in specific situations, hampering the learning of more general skills in using ToM. Artificial intelligence future uses This research seeks to solve this problem through three contributions: (1) a new model for conceptualizing narrative and role-play experiences that addresses generativity, (2) new methods that facilitate content creation for those generative experiences, and (3) an approach that embeds theory of mind training in the experience to allow for better learning outcomes. Artificial intelligence software projects This research is applicable to complex social skill training across a range of situations: in schools, communities, the military, police, homeland security, and ethnic conflict.
This research begins with a paradigm shift that re-conceptualizes social skills simulation as the learner rehearsing a role instead of performing a role. Artificial intelligence applications in medicine This shift will exploit Stanislavsky’s Active Analysis (AA), a performance rehearsal technique that explicitly exercises Theory of Mind skills. Artificial intelligence software online Further, AA’s decomposition into short rehearsal scenes can break the combinatorial explosion over long narrative arcs that exacerbates content creation for social training systems. Artificial intelligence techniques in robotics The research will then explore using behavior fitting and machine learning techniques on crowd sourced data as way to semi-automate the development of multi-agent simulations for social training. Artificial intelligence ai trailer The research will assess quantitatively and qualitatively the ability of this approach (a) to provide experiences that support exploration and foster ToM use and (b) to support acquiring crowd sourced data that can be used to craft those experiences using automatic methods. Artificial intelligence mini projects download This project is unique in combining cutting edge work in modeling theory of mind, interactive environments, performance rehearsal and crowd sourcing. Artificial intelligence projects for final year be This multidisciplinary collaboration will enable development of a methodology for creating interactive experiences that pushes the boundaries of the current state of the art in social skill training. Explain artificial intelligence with example Reliance on crowd sourcing provides an additional benefit of being able to elicit culturally specific behavior patterns by selecting the relevant crowd, allowing for both culture-specific and cross-cultural training content.
Specifically, the approach is applied to examine individualized remote rehabilitation with an intelligent, articulated, and adjustable lower limb orthotic brace to manage Knee Osteoarthritis, where a visual-sensing/dynamical-systems perspective is adopted to: (1) track and record patient/device interactions with internet-enabled commercial-off-the-shelf computer-vision-devices; (2) abstract the interactions into parametric and composable low-dimensional manifold representations; (3) link to quantitative biomechanical assessment of the individual patients; (4) facilitate development of individualized user models and exercise regimen; and (5) aid the progressive parametric refinement of exercises and adjustment of bracing devices. What is unification in artificial intelligence This research and its results will enable us to understand underlying human neuro-musculo-skeletal and locomotion principles by merging notions of quantitative data acquisition, and lower-order modeling coupled with individualized feedback. Artificial intelligence language Beyond efficient representation, the quantitative visual models offer the potential to capture fundamental underlying physical, physiological, and behavioral mechanisms grounded on biomechanical assessments, and thereby afford insights into the generative hypotheses of human actions.
Knee osteoarthritis is an important public health issue, because of high costs associated with treatments. Artificial intelligence what is it The ability to leverage a quantitative paradigm, both in terms of diagnosis and prescription, to improve mobility and reduce pain in patients would be a significant benefit. Knowledge artificial intelligence Moreover, the home-based rehabilitation setting offers not only immense flexibility, but also access to a significantly greater portion of the patient population. Artificial intelligence neural networks The project is also integrated with extensive educational and outreach activities to serve a variety of communities.