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Marlos C. Machado

  • Ph.D. Student
  • University of Alberta Department of Computing Science
  • 14PublicationsNumber of items in Marlos's My Publications folder on Mendeley.
  • 1Followers

Research interests

Reinforcement LearningArtificial IntelligenceMachine LearningComputer Games

About

I am a Ph.D. student at the University of Alberta, Department of Computing Science. My supervisor is professor Michael Bowling and my research is funded by Alberta Innovates Technology Futures. My research interests lie broadly in Artificial Intelligence and particularly focus on Machine Learning/Reinforcement Learning.

Groups

Followers (1)

Following (3)

Publications (5)

  • A Laplacian Framework for Option Discovery in Reinforcement Learning

    • Machado M
    • Bellemare M
    • Bowling M
    N/AReaders
    N/ACitations
  • Introspective Agents: Confidence Measures for General Value Functions

    • Sherstan C
    • White A
    • Machado M
    • et al.
    N/AReaders
    N/ACitations
  • Learning Purposeful Behaviour in the Absence of Rewards

    • Machado M
    • Bowling M
    N/AReaders
    N/ACitations
  • True Online Temporal-Difference Learning

    • van Seijen H
    • Mahmood A
    • Pilarski P
    • et al.
    N/AReaders
    N/ACitations
  • Domain-Independent Optimistic Initialization for Reinforcement Learning

    • Machado M
    • Srinivasan S
    • Bowling M
    N/AReaders
    N/ACitations

Professional experience

Research Intern

Microsoft Research New York City

June 2016 - September 2016(3 months)

Research Intern

Vetta Labs LTDA

January 2009 - September 2010(2 years)

Education

Ph.D.

Department of Computing Science, University of Alberta

September 2013 - Present

M.Sc.

Universidade Federal de Minas Gerais

February 2011 - February 2013(2 years)

B.Sc.

Universidade Federal de Minas Gerais

September 2006 - August 2010(4 years)