Faculty profile
Mark Crowley
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Research
Latest papers
Machine-learning assisted swallowing assessment: a deep learning-based quality improvement tool to screen for post-stroke dysphagia
Frontiers in Neuroscience · 2023
Investigation of independent reinforcement learning algorithms in multi-agent environments.
Frontiers in artificial intelligence · 2022 · senior author
Latest funding
- $5,050,000
NSERC/CFS Canada Wildfire Strategic Network
NSERC · 2019 · Co-investigator
- $196,000
Towards Fully Integrated Deep Learning and Reinforcement Learning for General Spatial Domains.
NSERC · 2018 · Principal investigator
- $12,500
Towards Fully Integrated Deep Learning and Reinforcement Learning for General Spatial Domains.
NSERC · 2018 · Principal investigator
2 publications.
Machine-learning assisted swallowing assessment: a deep learning-based quality improvement tool to screen for post-stroke dysphagia
Saab R, Balachandar A, Mahdi H, Nashnoush E, Perri LX, Waldron AL, Sadeghian A, Rubenfeld G, Crowley M, Boulos MI
Investigation of independent reinforcement learning algorithms in multi-agent environments.
Lee KM, Ganapathi Subramanian S, Crowley M
NSERC/CFS Canada Wildfire Strategic Network
Principal investigators: Flannigan, Mike MD
Towards Fully Integrated Deep Learning and Reinforcement Learning for General Spatial Domains.
Principal investigators: Crowley, Mark
Keywords: machine learning; decision making under uncertainty; reinforcement learning; deep learning; convolutional neural networks; image analysis; computational sustainability; streaming data; anomaly detection; classification
Towards Fully Integrated Deep Learning and Reinforcement Learning for General Spatial Domains.
Principal investigators: Crowley, Mark
DBL: Driver Behaviour Learning
Principal investigators: Fischmeister, Sebastian
Trace analysis for safety assurance of critical software systems
Principal investigators: Fischmeister, Sebastian
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
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