Machine Learning Research

Volume 5, Issue 1, March 2020

  • Assessment of Some Basic Engineering Properties of Fibres Extracted from Thaumatococcus danielli Plant

    Nurudeen Simbiat Adesola, Lasisi Kayode Hassan, Babatola Josiah Oladele, Lafe Olurinde

    Issue: Volume 5, Issue 1, March 2020
    Pages: 1-9
    Received: Oct. 04, 2019
    Accepted: Jan. 31, 2020
    Published: Feb. 10, 2020
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    Abstract: The use of natural fibres either as reinforcement in polymer composites or as stand-alone material in engineering and construction is continuously gaining more attention. This study assesses some basic engineering properties of fibres extracted from thaumatococcus daniellii plant using topbond and evo-stik as adhesives. A total of 340 individual sa... Show More
  • Timing and Parameter Optimization for One-time Motion Problem Based on Reinforcement Learning

    Boxuan Fan, Guiming Chen, Hongtao Lin

    Issue: Volume 5, Issue 1, March 2020
    Pages: 10-17
    Received: Feb. 17, 2020
    Accepted: Mar. 03, 2020
    Published: Mar. 24, 2020
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    Abstract: Baseball hitting, swatter swing and football catching, there are many tasks can be seen as a one-time action, whose goal is to control the timing and parameters of the action to achieve optimal results. Many one-time motion problems are difficult to obtain the optimal policy through model solving, and model-free reinforcement learning has advantage... Show More