Discovery Early Career Researcher Award - Grant ID: DE220100265
Funder
Australian Research Council
Funding Amount
$417,000.00
Summary
A closed-loop human–agent learning framework to enhance decision making. This project aims to design a foundational human–agent learning framework to augment the decision making process, using reinforcement and closed-loop mechanisms to enable symbiosis between a human and an artificial-intelligence agent. It envisages significant new technologies to promote controllability and efficient and safe exploration of an environment for decision actions – drastically boosting learning effectiveness and ....A closed-loop human–agent learning framework to enhance decision making. This project aims to design a foundational human–agent learning framework to augment the decision making process, using reinforcement and closed-loop mechanisms to enable symbiosis between a human and an artificial-intelligence agent. It envisages significant new technologies to promote controllability and efficient and safe exploration of an environment for decision actions – drastically boosting learning effectiveness and interpretability in decision making. Expected outcomes will benefit national cybersecurity by improving our understanding of vulnerabilities and threats involving decision actions, and by ensuring that human feedback and evaluations can help prevent catastrophic events in explorations of dynamic and complex environments.Read moreRead less
Remote presence for guidance on physical tasks. This project aims to transform remote collaboration on physical tasks. Current systems for remote collaboration on physical tasks are not as effective as working face-to-face. This could be overcome by sharing non-verbal cues, designing systems to account for cultural issues, and using a new model of communication. This project will develop theories and interaction methods for remote guidance based on natural non-verbal communication cues and cultu ....Remote presence for guidance on physical tasks. This project aims to transform remote collaboration on physical tasks. Current systems for remote collaboration on physical tasks are not as effective as working face-to-face. This could be overcome by sharing non-verbal cues, designing systems to account for cultural issues, and using a new model of communication. This project will develop theories and interaction methods for remote guidance based on natural non-verbal communication cues and cultural issues. This project is expected to benefit industries with widely distributed multi-cultural workforces such as mining, defence and medicine.Read moreRead less
The Great Exhibitions and their Lost Indigenous Objects . This project will rediscover the Australian Indigenous objects sent overseas to the Great Exhibitions of the nineteenth and early twentieth centuries. Such objects acted as powerful forms of cultural, political and economic display, and a form of imperial and colonial projection. It will excavate the hidden histories of Indigenous people involved in these events and the many objects lost to Australia. Through collaborative work at communi ....The Great Exhibitions and their Lost Indigenous Objects . This project will rediscover the Australian Indigenous objects sent overseas to the Great Exhibitions of the nineteenth and early twentieth centuries. Such objects acted as powerful forms of cultural, political and economic display, and a form of imperial and colonial projection. It will excavate the hidden histories of Indigenous people involved in these events and the many objects lost to Australia. Through collaborative work at community dialogues, the project will repatriate knowledge and remake connections between objects, museums, and Indigenous people. In doing so, it will bring contemporary Indigenous perspectives to global attention, generate new exhibition possibilities and influence international museum practice.Read moreRead less