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Mark Crowley

  • Ph.D.
  • Assistant Professor
  • University of Waterloo Department of Electrical and Computer Engineering
  • 0ReadersNumber of instances of Mark's publications in Mendeley libraries. Updated daily.
  • 5PublicationsNumber of items in this person’s My Publications folder on Mendeley.

Research interests

Reinforcement Learning Computational Sustainability Machine Learning Probabilistic Inference Causal Reasoning Markov Decision Processes Game Theory Probabilistic Relational Modelling

About

My research spans multiple areas of Artificial Intelligence and Machine Learning including Decision Making Under Uncertainty, especially Reinforcement Learning, as well as Inference and Learning in Graphical Models and Anomaly Detection in Streaming Domains. See my website at http://markcrowley.ca

Followers (27)

Explore network

Following (46)

  • Mahmoud Salem

    Mahmoud SalemUniversity of Waterloo Department of Electrical and Computer Engineering

  • Olivier Nguyen

    Olivier NguyenUniversity of Waterloo Department of Electrical and Computer Engineering

  • Rebecca Hutchinson

    Rebecca Hutchinson

  • Rachel Houtman

    Rachel HoutmanOregon State University

  • Warren Cheung

    Warren Cheung

  • Bob Woodham

    Bob Woodham

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Publications

AI Education Through Real World Problems

  • Crowley M
The Seventh Symposium on Educational Advances in Artificial Intellgience. (2017)
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Application of probabilistically-weighted graphs to image-based diagnosis of Alzheimer's disease using diffusion MRI

  • Maryam S
  • McCrackin L
  • Crowley M
Proceedings of SPIE 101324, Medical Imaging 2017 : Computer-Aided Diagnosis (2017)
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Full text

Big Metadata : Machine Learning on Encrypted Communications

  • Fernick J
  • Crowley M
RSA Conference (2017)
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Learning Forest Wildfire Dynamics from Satellite Images Using Reinforcement Learning

  • Subramanian S
  • Crowley M
Conference on Reinforcement Learning and Decision Making (2017)
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Policy Gradient Optimization Using Equilibrium Policies for Spatial Planning Domains

  • Crowley M
13th INFORMS Computing Society Conference (2013)
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Professional experience

Assistant Professor

Department of Electrical and Computer Engineering, University of Waterloo

January 2015 - Present

Postdoctoral Scholar

Oregon State University

January 2012 - August 2014(3 years)

Graduate Student

University of British Columbia

September 2003 - November 2011(8 years)

Software Developer/ Engagement Specialist

IBM Canada

September 1999 - August 2003(4 years)

Web Developer

Vector 7 Design Inc.

March 1998 - April 1999(a year)

Education history

Ph.D.

University of British Columbia

September 2005 - October 2011(6 years)

M.Sc.

University of British Columbia (UBC)

September 2003 - September 2005(2 years)

B.A.

York University, Toronto

September 1995 - April 1999(4 years)