Publications

  • ACNMP: Flexible Skill Formation through Learning from Demonstration and Reinforcement Learning via Representation Sharing
    M.T. Akbulut, E. Oztop, M.Y. Seker, A.E. Tekden, E. Ugur
    Conference on Robot Learning, CoRL 2020

    Paper Link
    Github Link

  • Belief Regulated Dual Propagation Nets for Learning Action Effects on Articulated Multi-Part Objects
    A.E. Tekden, A. Erdem, E. Erdem, M. Imre, M.Y. Seker, E. Ugur
    The International Conference on Robotics and Automation, ICRA 2020

    Paper Link
    Github Link

  • Conditional Neural Movement Primitives
    M.Y. Seker, M. Imre, J. Piater, E. Ugur
    Robotics Science and Systems, RSS 2019

    Paper Link
    Github Link

  • Deep Effect Trajectory Prediction in Robot Manipulation
    M.Y. Seker, A.E. Tekden, E. Ugur
    Robotics and Autonomous Systems, RAS 2019

    Paper Link
    Github Link

  • Action - Effect Prediction Using Shape Context
    M.Y. Seker, E. Cagirici, E. Ugur
    Turkish Robotics Conference, ToRK 2018 (Best Paper Nominee)

    Paper Link
    Paper Link (Turkish)