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Marek Petrik

  • Ph.D.
  • Assistant Professor
  • University of New Hampshire Official Bookstore
  • 9h-indexImpact measure calculated using publication and citation counts. Updated daily.
  • 198CitationsNumber of citations received by Marek's publications. Updated daily.

Other IDs

Research interests

interpretabilityconvex optimizationrobust optimizationreinforcement learningmachine learning

About

I am working on robust and interpretable reinforcement learning. I am interested in applications to environmental challenges and clean energy.

Groups

Co-authors (34)

Publications (5)

  • Robust partially-compressed least-squares

    • Becker S
    • Kawas B
    • Petrik M
    N/AReaders
    0Citations
  • Value directed exploration in multi-armed bandits with structured priors

    • Cserna B
    • Petrik M
    • Russel R
    • et al.
    N/AReaders
    N/ACitations
  • Proximal gradient temporal difference learning algorithms

    • Liu B
    • Liu J
    • Ghavamzadeh M
    • et al.
    N/AReaders
    N/ACitations
  • Safe policy improvement by minimizing robust baseline regret

    • Petrik M
    • Ghavamzadeh M
    • Chow Y
    N/AReaders
    3Citations
  • Finite-sample analysis of proximal gradient TD algorithms

    • Liu B
    • Liu J
    • Ghavamzadeh M
    • et al.
    N/AReaders
    9Citations

Professional experience

Assistant Professor

University of New Hampshire Official Bookstore

August 2016 - Present

Education

Ph.D.

UMASS Amherst

September 2005 - September 2010(5 years)