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
Governing solar radiation management research, development and deployment. This project will expand Australia’s climate response options by developing a governance framework for research, development and deployment of solar radiation management. These emerging technologies seek to reflect part of the sun’s energy from the earth to reduce climate change impacts. Through case studies of key proposals, marine cloud brightening and stratospheric aerosol injection, the project aims to develop nationa ....Governing solar radiation management research, development and deployment. This project will expand Australia’s climate response options by developing a governance framework for research, development and deployment of solar radiation management. These emerging technologies seek to reflect part of the sun’s energy from the earth to reduce climate change impacts. Through case studies of key proposals, marine cloud brightening and stratospheric aerosol injection, the project aims to develop national laws and research policies to responsibly govern research, development and deployment in Australia. This will deliver benefits for Australian governments, civil society, communities and researchers by managing risks and building public confidence in these technologies and provide a best practice model for other countries.Read moreRead less
Geopolitical change and the Antarctic Treaty System. This project aims to analyse current and emerging geopolitical tensions within the Antarctic Treaty System. Geopolitical tension was a key factor in the formation of the 1959 Antarctic Treaty and continues to shape the evolution of the wider Antarctic Treaty System. This project will examine critical moments in the history of the Antarctic Treaty System, using a new database of diplomatic documents to identify key indicators of geopolitical te ....Geopolitical change and the Antarctic Treaty System. This project aims to analyse current and emerging geopolitical tensions within the Antarctic Treaty System. Geopolitical tension was a key factor in the formation of the 1959 Antarctic Treaty and continues to shape the evolution of the wider Antarctic Treaty System. This project will examine critical moments in the history of the Antarctic Treaty System, using a new database of diplomatic documents to identify key indicators of geopolitical tension. The project aims to draw lessons on successful management of these geopolitical tensions. In doing so, the project intends to address a key focus of the Australian Government's Antarctic 20 Year Strategy and Action Plan, maintaining Australia's influence in Antarctica.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE170100017
Funder
Australian Research Council
Funding Amount
$1,231,000.00
Summary
Networked knowledge for repatriation communities. This project aims to build a digital facility that supports the repatriation of Indigenous human remains. Repatriation contributes to reconciliation and Indigenous healing and wellbeing, and has been the most important agent of change in the relationship between Indigenous peoples, museums and the academy over the past 40 years. Successful repatriation requires and produces research materials diverse in type, geography and accessibility. Within a ....Networked knowledge for repatriation communities. This project aims to build a digital facility that supports the repatriation of Indigenous human remains. Repatriation contributes to reconciliation and Indigenous healing and wellbeing, and has been the most important agent of change in the relationship between Indigenous peoples, museums and the academy over the past 40 years. Successful repatriation requires and produces research materials diverse in type, geography and accessibility. Within an Indigenous data-governance framework, this project will gather, preserve and make accessible a critical and extensive record of repatriation information worldwide. The project is expected to support repatriation practice and scholarship and improve the opportunities of repatriation for social good.Read moreRead less
Industrial Transformation Training Centres - Grant ID: IC220100003
Funder
Australian Research Council
Funding Amount
$4,930,205.00
Summary
ARC Training Centre for Biofilm Research and Innovation . The ARC Training Centre for Biofilm Research and Innovation aims to transform biofouling management strategies for maritime platforms by building on local and international expertise to mentor and train the next generation of interdisciplinary scientists and engineers. Anticipating evolving regulatory stringency, this project expects to establish a dynamic environment for industry partners, students and scientists to collaborate and devel ....ARC Training Centre for Biofilm Research and Innovation . The ARC Training Centre for Biofilm Research and Innovation aims to transform biofouling management strategies for maritime platforms by building on local and international expertise to mentor and train the next generation of interdisciplinary scientists and engineers. Anticipating evolving regulatory stringency, this project expects to establish a dynamic environment for industry partners, students and scientists to collaborate and develop biofilm management strategies. Expected outcomes include new and enhanced collaborations that advance and translate knowledge to better manage biofouling. The significant benefits will include a generation of industry-focused researchers critical for growing Australia’s Defence industry.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
Putting death in its place. The project aims to link 890,000 population records to place of residence from 1838 to 1930, to examine the relationships between where people live, mortality, life expectancy and health. Where people live impacts their life-course outcomes. Using novel matching techniques, the project expects to identify intergenerational changes and the spatial dynamics of inequality and social mobility. Expected outcomes include the creation of a public resource of linked data and ....Putting death in its place. The project aims to link 890,000 population records to place of residence from 1838 to 1930, to examine the relationships between where people live, mortality, life expectancy and health. Where people live impacts their life-course outcomes. Using novel matching techniques, the project expects to identify intergenerational changes and the spatial dynamics of inequality and social mobility. Expected outcomes include the creation of a public resource of linked data and a better understanding of long-run health and inequality. These should provide economic and social benefits by informing policy aimed at contemporary social and health challenges, enhancing our understanding of Australian history, and developing public resources.Read moreRead less