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
Changing Landscapes: Online Media and Politics in an Age of Environmental Conflict. The capacity of Media Studies research to reveal the social and political conditions in which responses to environmental threats occur has been undervalued. Addressing the National Research Priority of 'An Environmentally Sustainable Australia', this project will provide incisive evidence-based analysis of mediated environmental politics, including insight into the media and political processes informing the defi ....Changing Landscapes: Online Media and Politics in an Age of Environmental Conflict. The capacity of Media Studies research to reveal the social and political conditions in which responses to environmental threats occur has been undervalued. Addressing the National Research Priority of 'An Environmentally Sustainable Australia', this project will provide incisive evidence-based analysis of mediated environmental politics, including insight into the media and political processes informing the definition, contestation and negotiation of environmental threat and conflict. This research also contributes to the conceptual development of Media Studies internationally, providing important Australian scholarship on one of the globe's greatest challenges and acute sources of conflict - the politics of environmental sustainability.Read moreRead less
ARC Research Network in Enterprise Information Infrastructure. EII targets consolidated research towards the comprehensive development & establishment of advanced information infrastructures. Its prime purpose is to provide a forum for intellectual exchange by diverse yet complementary research groups, to address the fundamental research problems faced by scientific & business communities when dealing with deployment of information technology to globally distributed, and data intensive environme ....ARC Research Network in Enterprise Information Infrastructure. EII targets consolidated research towards the comprehensive development & establishment of advanced information infrastructures. Its prime purpose is to provide a forum for intellectual exchange by diverse yet complementary research groups, to address the fundamental research problems faced by scientific & business communities when dealing with deployment of information technology to globally distributed, and data intensive environments. EII will address 3 tightly coupled research themes: Ability to interoperate across existing heterogenous platforms & applications; Efficient processing of very large data sets; Technology adoption & impact. Generic results will be applicable to e-science and large business information systems installations.Read moreRead less
Creating a national time and frequency network for Australia. This project will develop the means to distribute accurate time and frequency across the Australian continent via an optical fibre network. This network will meet the needs of future telecommunications, science and astronomy projects including the Australian bid for the Square Kilometre Array radio-astronomy project.
Special Research Initiatives - Grant ID: SR0354575
Funder
Australian Research Council
Funding Amount
$30,000.00
Summary
Earth and Ocean Informatics and Technology Network (EON-ITnet). Sustainable resource exploration and mining onshore, as well as marine planning, exploration, and defence depend on effective cross-disciplinary investigation, sharing of expertise and technologies for integration and computational analysis of multidimensional data spaces. EON-ITNET will cross-fertilise the use of artificial intelligence, advanced computing and smart information sharing for management, analysis, visualisation and me ....Earth and Ocean Informatics and Technology Network (EON-ITnet). Sustainable resource exploration and mining onshore, as well as marine planning, exploration, and defence depend on effective cross-disciplinary investigation, sharing of expertise and technologies for integration and computational analysis of multidimensional data spaces. EON-ITNET will cross-fertilise the use of artificial intelligence, advanced computing and smart information sharing for management, analysis, visualisation and metadata modelling between these traditionally separate research groups, with the outcome of improving research efficiency and lowering costs. EON-ITNET will form an alliance with the Caltech-based GeoFramework, which is advancing a novel object-oriented data analysis environment, binding community software for Earth visualisation and simulation to 4D data bases.Read moreRead less
Transnational Environmental Campaigns in the Australia-Asian Region. Conflict over environments, resources and landscapes has become a feature of contemporary political life. Increasingly, these conflicts are articulated, negotiated and potentially resolved across national boundaries and complex networks of media and communications. In the context of intensifying pressure for resource access, market opportunities and changing media practices in Australia and the Asian region, it is critical to e ....Transnational Environmental Campaigns in the Australia-Asian Region. Conflict over environments, resources and landscapes has become a feature of contemporary political life. Increasingly, these conflicts are articulated, negotiated and potentially resolved across national boundaries and complex networks of media and communications. In the context of intensifying pressure for resource access, market opportunities and changing media practices in Australia and the Asian region, it is critical to examine how competing environmental claims are mediated, and how this mediation influences public debate, policy and market viability. Providing evidence-based analysis of transnational conflicts as they emerge and travel, this project is expected to inform debate on Australia's environmental and economic sustainability.Read moreRead less
Calculus in the real world: transforming the way we teach mathematics in primary education. This project will demonstrate that, with the aid of computers, primary school students can solve university-level advanced mathematics problems. After studying with multi-media teaching materials and specialised software, the students will undertake a university engineering examination - and pass with flying colours!
De-tabooing depression and anxiety: Mental health communication in old age. This project aims to uncover how older Australians talk about and understand depression and anxiety, and it seeks to raise awareness of these debilitating conditions via new media. There has been much medical research in this area, and while language has been identified as highly relevant for recovery, little is known of how people express their experiences around mental well-being. The research gap is even wider for the ....De-tabooing depression and anxiety: Mental health communication in old age. This project aims to uncover how older Australians talk about and understand depression and anxiety, and it seeks to raise awareness of these debilitating conditions via new media. There has been much medical research in this area, and while language has been identified as highly relevant for recovery, little is known of how people express their experiences around mental well-being. The research gap is even wider for the worst affected in the population — older adults. These illnesses are shrouded in taboo, and symptoms often go undetected. The expected outcomes of the project are improved communication about mental well-being and the celebration of the lives and stories of older Australians — an integral but vulnerable segment of society.Read moreRead less
Sport as a Communications Platform for Environmental Issues. This pioneering project aims to investigate the range of environmental and sustainability messages communicated by sport media, and how these messages negotiate the dilemma of promoting environmental awareness through events and activities that also generate adverse ecological impacts. By engaging sport media professionals, environmental claims-makers, policy-makers and journalists, this project seeks to deliver valuable knowledge that ....Sport as a Communications Platform for Environmental Issues. This pioneering project aims to investigate the range of environmental and sustainability messages communicated by sport media, and how these messages negotiate the dilemma of promoting environmental awareness through events and activities that also generate adverse ecological impacts. By engaging sport media professionals, environmental claims-makers, policy-makers and journalists, this project seeks to deliver valuable knowledge that informs industry decision-making, policy formulation and environmental awareness. The intended societal benefit is a new understanding of how environmental issues are communicated through popular media to large-scale publics, including how tensions in the communication of environmental change are negotiated.Read moreRead less