Learning and choosing in a complex world. How do people make choices in a complex world? Making good choices requires expertise, but people must often forego rewards in order to acquire this knowledge. This is the essence of an "explore-exploit dilemma": to maximise rewards across a long time frame, people must take the time to explore and learn now. Empirically, this project aims to unify much of the existing psychological literature and extend it to cover richer, more complex problems. Theoret ....Learning and choosing in a complex world. How do people make choices in a complex world? Making good choices requires expertise, but people must often forego rewards in order to acquire this knowledge. This is the essence of an "explore-exploit dilemma": to maximise rewards across a long time frame, people must take the time to explore and learn now. Empirically, this project aims to unify much of the existing psychological literature and extend it to cover richer, more complex problems. Theoretically, the project aims to use tools from machine learning to compare human decision making to optimal planning models.Read moreRead less
Dispersal and gene flow in habitat-forming algae. The temperate coast of Australia has a unique and diverse algal flora. Many of these algae play a central role in subtidal ecology by providing habitat to an astonishing diversity of taxa. Despite this, we have no understanding of levels of gene flow within and among populations of habitat forming algae or how such populations persist in nature. By addressing this lack of knowledge, my research will contribute information that is critical for the ....Dispersal and gene flow in habitat-forming algae. The temperate coast of Australia has a unique and diverse algal flora. Many of these algae play a central role in subtidal ecology by providing habitat to an astonishing diversity of taxa. Despite this, we have no understanding of levels of gene flow within and among populations of habitat forming algae or how such populations persist in nature. By addressing this lack of knowledge, my research will contribute information that is critical for the conservation and management of algal habitats. This is particularly pertinent because anthropogentic stressors are beginning to precipitate significant changes in algal forests along Australia's coastline. Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE150100667
Funder
Australian Research Council
Funding Amount
$328,000.00
Summary
How “known unknowns” become known: How do people encode unpredictability? As Donald Rumsfeld noted, there are 'known unknowns’. That is to say, people are seemingly capable of learning that some things cannot be reliably predicted. This learning underpins decisions from the trivial (whether to pack a jacket) to the life-defining (whom to marry). An aberrant form of this learning may also underlie mental health disorders. Yet the mechanisms of such learning have been largely overlooked by cogniti ....How “known unknowns” become known: How do people encode unpredictability? As Donald Rumsfeld noted, there are 'known unknowns’. That is to say, people are seemingly capable of learning that some things cannot be reliably predicted. This learning underpins decisions from the trivial (whether to pack a jacket) to the life-defining (whom to marry). An aberrant form of this learning may also underlie mental health disorders. Yet the mechanisms of such learning have been largely overlooked by cognitive scientists and thus are poorly understood. The project, which is based on significant pilot data, aims to examine when and how people learn about unpredictability, and what the cognitive, memorial, neural and affective consequences of this learning are.Read moreRead less
Uncovering the processes underlying human reasoning: A state-trace approach. This project aims to answer the most important unresolved question in the psychology of reasoning; how many distinct cognitive processes underlie human reasoning? To answer this question, this project aims to conduct an extensive experimental investigation of the factors that selectively impact inductive and deductive inferences and the application of high-dimensional state-trace analysis; a powerful new method for diag ....Uncovering the processes underlying human reasoning: A state-trace approach. This project aims to answer the most important unresolved question in the psychology of reasoning; how many distinct cognitive processes underlie human reasoning? To answer this question, this project aims to conduct an extensive experimental investigation of the factors that selectively impact inductive and deductive inferences and the application of high-dimensional state-trace analysis; a powerful new method for diagnosing underlying processes from behavioural data. The project is expected also to develop a new computational model that accounts for both inductive and deductive forms of reasoning.Read moreRead less
Only at the movies: mapping the contemporary Australian cinema market. Only at the movies? is a three-year project that asks: What is the enduring appeal of cinemagoing and how is it changing? It will provide detailed analyses of formal film exhibition and distribution in Australia by combining economic, cultural and geospatial research with industry expertise.
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
The Airport Metropolis: Managing the Interfaces. The project aims to develop coordinated and equitable decision-making to ensure that airport-urban development balances economic, social and environmental issues and produces a sustainable regional (and national) competitive advantage that is both secure and resilient. The project will develop modelling technologies for the innovative management of data to ensure efficient and resilient infrastructure coordination. The outputs will enable an open ....The Airport Metropolis: Managing the Interfaces. The project aims to develop coordinated and equitable decision-making to ensure that airport-urban development balances economic, social and environmental issues and produces a sustainable regional (and national) competitive advantage that is both secure and resilient. The project will develop modelling technologies for the innovative management of data to ensure efficient and resilient infrastructure coordination. The outputs will enable an open planning process whereby all stakeholders are able to provide informed input into decision-making. Strategic decision-making, based on increased certainty about future airport and regional planning and development will improve conditions for growth in a range of industries.Read moreRead less
Special Research Initiatives - Grant ID: SR0354670
Funder
Australian Research Council
Funding Amount
$40,000.00
Summary
Cultural Research Network: Cultural literacies, technologies, identities and histories. The Cultural Research Network's initial disciplinary base will be in cultural, media and communications studies. From this foundation it will build collaborative links with researchers from cultural history, cultural geography, cultural anthropology and creative industries to develop the capacity for innovative research into media and cultural technologies, cultural literacies, cultural histories and identiti ....Cultural Research Network: Cultural literacies, technologies, identities and histories. The Cultural Research Network's initial disciplinary base will be in cultural, media and communications studies. From this foundation it will build collaborative links with researchers from cultural history, cultural geography, cultural anthropology and creative industries to develop the capacity for innovative research into media and cultural technologies, cultural literacies, cultural histories and identities. To facilitate interdisciplinary exchange, the network will establish virtual connections, travelling master classses, seminars and symposia. The network will circulate people as well as ideas and information, bringing established Australian researchers into direct contact with postgraduates and young researchers in these fields, and pursuing international linkages.Read moreRead less
ARC Cultural Research Network. The Cultural Research Network's initial disciplinary base will be in cultural, media, and communications studies. From this foundation it will build collaborative links with researchers from cultural history, cultural geography, cultural anthropology and creative industries to develop innovative research into media and cultural technologies, cultural literacies, cultural histories and identities. To facilitate interdisciplinary exchange the network will establish v ....ARC Cultural Research Network. The Cultural Research Network's initial disciplinary base will be in cultural, media, and communications studies. From this foundation it will build collaborative links with researchers from cultural history, cultural geography, cultural anthropology and creative industries to develop innovative research into media and cultural technologies, cultural literacies, cultural histories and identities. To facilitate interdisciplinary exchange the network will establish virtual connections, travelling master classes, seminars and symposia. The network will circulate people as well as ideas, bringing established Australian researchers into direct contact with postgraduates and young researchers, and pursuing international linkages.Read moreRead less
Towards operational monitoring of key climate parameters from synthetic aperture radar. Agricultural productivity is a major contributor to the Australian economy, but is experiencing significant stress in response to climate change. Moreover, soil moisture controls vegetation dynamics that contribute to carbon storage, atmospheric processes leading to severe weather, and runoff generation processes leading to floods and runoff yield from urban water storage catchments. Consequently, high reso ....Towards operational monitoring of key climate parameters from synthetic aperture radar. Agricultural productivity is a major contributor to the Australian economy, but is experiencing significant stress in response to climate change. Moreover, soil moisture controls vegetation dynamics that contribute to carbon storage, atmospheric processes leading to severe weather, and runoff generation processes leading to floods and runoff yield from urban water storage catchments. Consequently, high resolution time-series information on soil moisture and vegetation status from space represents a powerful tool for understanding climate change impacts on Australia. It is therefore imperative that products be developed specifically for the Australian environment to take full advantage of radar data from satellites.Read moreRead less