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 drowned: cultural and political geographies. This project aims to reveal and critically analyse the geographies of drowning and the drowned. Drowning is the third most common cause of death worldwide, and a subject of universal interest that is relatively limited in specifically cultural and political geographical research, policy, and debate. The project will be significant by rectifying that gap and investigating shared concerns about drowning’s abiding, widespread, profound effects. The e ....The drowned: cultural and political geographies. This project aims to reveal and critically analyse the geographies of drowning and the drowned. Drowning is the third most common cause of death worldwide, and a subject of universal interest that is relatively limited in specifically cultural and political geographical research, policy, and debate. The project will be significant by rectifying that gap and investigating shared concerns about drowning’s abiding, widespread, profound effects. The expected outcomes will include public debate about drowning and its cultural and political reach and management generated from a book, articles, and blog. Benefits will include new fundamental knowledge and practical insights about how to rethink risks and disasters in rapidly changing environments.Read moreRead less
The Inception of Criminal Deportation in Colonial Australia . This project aims to undertake the first comprehensive study of criminal deportation in colonial Australia. Expected outcomes include new knowledge on freely arrived colonists who were tried, sentenced to transportation, and criminally deported within the Australian colonies. The project spans the disciplines of history and criminology, developing a new methodological framework that aims to facilitate important insights on the societa ....The Inception of Criminal Deportation in Colonial Australia . This project aims to undertake the first comprehensive study of criminal deportation in colonial Australia. Expected outcomes include new knowledge on freely arrived colonists who were tried, sentenced to transportation, and criminally deported within the Australian colonies. The project spans the disciplines of history and criminology, developing a new methodological framework that aims to facilitate important insights on the societal attitudes, systems, and circumstances that led to criminal deportation. This should provide significant benefits by articulating the unexplored deep history of Australian criminal deportation practices. The project also aims to preserve fragile colonial documents foundational to the nation’s history.Read moreRead less
Improving the diagnosticity of eyewitness memory choices. Eyewitness identification error is common and costly. This project aims to improve the quality of information provided by eyewitnesses, and the ability of police officers and triers of fact (e.g., juries, judges) to evaluate this information. Laboratory investigations will determine how best to test memory and confidence to achieve this aim. A new class of cognitive models will provide a unified account of response accuracy, response time ....Improving the diagnosticity of eyewitness memory choices. Eyewitness identification error is common and costly. This project aims to improve the quality of information provided by eyewitnesses, and the ability of police officers and triers of fact (e.g., juries, judges) to evaluate this information. Laboratory investigations will determine how best to test memory and confidence to achieve this aim. A new class of cognitive models will provide a unified account of response accuracy, response time, and confidence, suitable for application to computerized testing scenarios. The models and testing methods validated in the laboratory will be refined for application in eyewitness memory settings, facilitating better evaluation of identification evidence, and potentially reducing wrongful convictions.Read moreRead less
When caring ends: Understanding and supporting informal care trajectories. This project aims to advance understandings of how, why, when, and for whom caring ends, including the socio-cultural and relational factors that shape experiences before, during, and after caring. Using an innovative, multi-method sociological approach, and foregrounding carers’ voices, this project expects to generate new knowledge on the meaning and experience of care and caring. This project is significant in bringing ....When caring ends: Understanding and supporting informal care trajectories. This project aims to advance understandings of how, why, when, and for whom caring ends, including the socio-cultural and relational factors that shape experiences before, during, and after caring. Using an innovative, multi-method sociological approach, and foregrounding carers’ voices, this project expects to generate new knowledge on the meaning and experience of care and caring. This project is significant in bringing together leading researchers and key carer-focused organisations, spanning service sectors and moving across care relationships, life stages and contexts. Expected outcomes include enhanced service capacity with tangible policy and practice benefits that will enable sustainable and fulfilling informal caring experiences.Read moreRead less
Urban greening to protect vulnerable people and promote thermal equity. This project aims to create, test and apply new knowledge to promote thermal equity in Australian cities. Climate change is increasing heatwave frequency and intensity as our cities are becoming denser and their populations growing older. Many older people have heightened vulnerability to extreme heat due to income constraints, medical conditions, physical frailty, and reduced mobility. Outputs will include a heat vulnerabil ....Urban greening to protect vulnerable people and promote thermal equity. This project aims to create, test and apply new knowledge to promote thermal equity in Australian cities. Climate change is increasing heatwave frequency and intensity as our cities are becoming denser and their populations growing older. Many older people have heightened vulnerability to extreme heat due to income constraints, medical conditions, physical frailty, and reduced mobility. Outputs will include a heat vulnerability assessment index for identifying at-risk places and vulnerable people, urban tree canopy maps, urban planning policy guidelines for creating cooler cities, and a toolkit for identifying appropriate green infrastructure treatments. Benefits include avoidance of heat-related deaths and improved liveability in cities.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE190101512
Funder
Australian Research Council
Funding Amount
$383,960.00
Summary
Inclusive community planning for people with disabilities in regional areas. This project aims to produce new knowledge to foster inclusion of people with disabilities in local community planning practice in regional areas. Exclusion of people with disabilities in local communities persists despite the national disability reform agenda. This project will place spatial justice thinking and critical disability theory within a community planning and development context to examine the concept as a s ....Inclusive community planning for people with disabilities in regional areas. This project aims to produce new knowledge to foster inclusion of people with disabilities in local community planning practice in regional areas. Exclusion of people with disabilities in local communities persists despite the national disability reform agenda. This project will place spatial justice thinking and critical disability theory within a community planning and development context to examine the concept as a scaled phenomenon. Using participatory research methods, the project will directly engage persons with disabilities and community planners in co-producing an adaptive model of practice. The project outcomes will help to create more inclusive, healthy, and resilient communities that enable people with disabilities to lead ordinary and fulfilling lives.Read moreRead less
Artificial Intelligence, Robots, and Agriculture: Social and ethical issues. This project aims to investigate the social and ethical issues raised by the use of artificial intelligence and robotics in agriculture. By combining social science research methods and philosophical analysis, the project aims to generate new knowledge in bioethics and applied ethics. Expected outcomes of this project include an account of the social and ethical issues farmers, rural communities, and consumers anticipat ....Artificial Intelligence, Robots, and Agriculture: Social and ethical issues. This project aims to investigate the social and ethical issues raised by the use of artificial intelligence and robotics in agriculture. By combining social science research methods and philosophical analysis, the project aims to generate new knowledge in bioethics and applied ethics. Expected outcomes of this project include an account of the social and ethical issues farmers, rural communities, and consumers anticipate arising from these technologies, improved understanding of these issues, and an account of how these groups would like to see these issues addressed. This should help Australia benefit from the responsible use of artificial intelligence and robotics in agriculture.Read moreRead less
Industrial Transformation Research Hubs - Grant ID: IH180100002
Funder
Australian Research Council
Funding Amount
$5,000,000.00
Summary
ARC Research Hub for Driving Farming Productivity and Disease Prevention. The ARC Research Hub for Driving Farming Productivity and Disease Prevention aims to increase farm production and disease prevention through advancing and transferring new artificial intelligence technologies into industrial deployment. The Hub will combine machine vision, machine learning, software quality control, engineering, biology, and farming industries to develop technologies to build more intelligent systems. Thes ....ARC Research Hub for Driving Farming Productivity and Disease Prevention. The ARC Research Hub for Driving Farming Productivity and Disease Prevention aims to increase farm production and disease prevention through advancing and transferring new artificial intelligence technologies into industrial deployment. The Hub will combine machine vision, machine learning, software quality control, engineering, biology, and farming industries to develop technologies to build more intelligent systems. These dynamic systems will help determine what goal to achieve and the most efficient plan to achieve it. This Hub is expected to contribute to higher farming efficiency, lower production costs and fewer disease risks, giving the Australian industry new business opportunities and an international competitive advantage.Read moreRead less