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Mark Crowley

  • Ph.D.
  • Assistant Professor
  • University of Waterloo Department of Electrical and Computer Engineering
  • 24PublicationsNumber of items in Mark's My Publications folder on Mendeley.
  • 35Followers

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

Groups

Followers (35)

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Following (46)

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Publications (5)

  • Combining MCTS and A3C for Prediction of Spatially Spreading Processes in Forest Wildfire Settings

    • Subramanian S
    • Crowley M
    N/AReaders
    N/ACitations
  • Decision Assist For Self-Driving Cars

    • Subramanian S
    • Sambee J
    • Ghojogh B
    • et al.
    N/AReaders
    N/ACitations
  • Using Spatial Reinforcement Learning to Build Forest Wildfire Dynamics Models from Satellite Images

    • Ganapathi Subramanian S
    • Crowley M
    N/AReaders
    N/ACitations
    Get full text
  • Big Metadata : Machine Learning on Encrypted Communications

    • Fernick J
    • Crowley M
    N/AReaders
    N/ACitations
  • Learning Forest Wildfire Dynamics from Satellite Images Using Reinforcement Learning

    • Subramanian S
    • Crowley M
    N/AReaders
    N/ACitations

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

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)