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Grant Award View - GA68597
Partially Observable MDPs, Monte Carlo Methods, and Sustainable...
GA ID:
GA68597
Agency:
Australian Research Council
Approval Date:
20-Dec-2019
Publish Date:
6-Jan-2020
Category:
Science, Technology, Engineering and Mathematics (STEM) Research
Grant Term:
15-May-2021 to 31-Dec-2024
Original: 1-Jan-2020 to 31-Dec-2022
Value (AUD):
$365,000.00
(GST inclusive where applicable)
Variations:
- GA68597-V5 - Variation to Grant (17-Apr-2024 )
- GA68597-V4 - Variation to Grant (20-Oct-2021 )
- GA68597-V3 - Variation to Grant (2-Aug-2021 )
- GA68597-V2 - Variation to Grant (11-May-2021 )
- GA68597-V1 - Variation to Grant (5-May-2020 )
One-off/Ad hoc:
No
Aggregate Grant Award:
No
PBS Program Name:
ARC 19/20 Discovery
Grant Program:
Discovery Projects
Grant Activity:
Partially Observable MDPs, Monte Carlo Methods, and Sustainable Fisheries
Purpose:
Partially Observable Markov Decision Processes (POMDPs) provide a general mathematical framework for sequential decision making under uncertainty. However, solving POMDPs effectively under realistic assumptions remains a challenging problem. This project aims to develop new efficient Monte Carlo algorithms to significantly advance the application of POMDPs to real-world decision problems involving complex action spaces and system dynamics. Both theoretical and algorithmic approaches will be applied to sustainable fishery management --- an important problem for Australia and an ideal context for POMDPs. The project will advance research in artificial intelligence, dynamical systems, and fishery operations, and benefit the national economy.
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:
The University of Queensland
Recipient ABN:
63 942 912 684
Grant Recipient Location
Suburb:
ST LUCIA
Town/City:
ST LUCIA
Postcode:
4067
State/Territory:
QLD
Country:
AUSTRALIA
Grant Delivery Location
State/Territory:
QLD
Postcode:
4067
Country:
AUSTRALIA