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Grant Award View - GA64803-V3
Human-Machine Teaming:Designing synergistic learning of humans and...
GA ID:
GA64803-V3
Agency:
Australian Research Council
Approval Date:
4-Dec-2019
Variation Publish Date:
24-Aug-2021
Variation Date:
24-Aug-2021
Category:
Science, Technology, Engineering and Mathematics (STEM) Research
Grant Term:
31-Dec-2020 to 31-Dec-2022
Value (AUD):
$556,600.00
(GST inclusive where applicable)
Varies:
GA64803
- Human-Machine Teaming:Designing synergistic learning of humans and machines
One-off/Ad hoc:
No
Aggregate Grant Award:
No
PBS Program Name:
ARC 19/20 Discovery
Grant Program:
Discovery Projects
Grant Activity:
Human-Machine Teaming:Designing synergistic learning of humans and machines
Purpose:
This proposal investigates the design of systems in which humans and machines use their different abilities to learn together for mutual benefit. Machine learning has been commoditised, applied in areas such as medical image reading and autonomous vehicles, however it typically operates separately from humans, supplanting human skills and leading to deskilling. Using human-computer interaction research techniques, co-design and iterative prototyping in the domains of radiology training and environmental learning, we will devise and evaluate exemplar systems that support humans to interactively frame problems, explore and learn, while utilising and improving machine models, leading to a guiding framework for designing human-machine teaming.
GO ID:
GO Title:
Discovery Projects for funding commencing in 2020
Internal Reference ID:
DP20 Round 1
Selection Process:
Targeted or Restricted Competitive
Confidentiality - Contract:
No
Confidentiality - Outputs:
No
Grant Recipient Details
Recipient Name:
Queensland University of Technology
Recipient ABN:
83 791 724 622
Grant Recipient Location
Suburb:
BRISBANE CITY
Town/City:
BRISBANE CITY
Postcode:
4000
State/Territory:
QLD
Country:
AUSTRALIA
Grant Delivery Location
State/Territory:
QLD
Postcode:
4000
Country:
AUSTRALIA