Search Results - "Montenegro, Guelis"

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  1. 1

    Development and Control of a Real Spherical Robot by Schröder, Karla, Garcia, Gonzalo, Chacón, Roberto, Montenegro, Guelis, Marroquín, Alberto, Farias, Gonzalo, Dormido-Canto, Sebastián, Fabregas, Ernesto

    Published in Sensors (Basel, Switzerland) (11-04-2023)
    “…This paper presents the design and implementation of a spherical robot with an internal mechanism based on a pendulum. The design is based on significant…”
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    Journal Article
  2. 2

    Position Control of a Mobile Robot through Deep Reinforcement Learning by Quiroga, Francisco, Hermosilla, Gabriel, Farias, Gonzalo, Fabregas, Ernesto, Montenegro, Guelis

    Published in Applied sciences (01-07-2022)
    “…This article proposes the use of reinforcement learning (RL) algorithms to control the position of a simulated Kephera IV mobile robot in a virtual…”
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    Journal Article
  3. 3

    Modeling and Control of a Spherical Robot in the CoppeliaSim Simulator by Montenegro, Guelis, Chacón, Roberto, Fabregas, Ernesto, Garcia, Gonzalo, Schröder, Karla, Marroquín, Alberto, Dormido-Canto, Sebastián, Farias, Gonzalo

    Published in Sensors (Basel, Switzerland) (01-08-2022)
    “…This article presents the development of a model of a spherical robot that rolls to move and has a single point of support with the surface. The model was…”
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    Journal Article
  4. 4

    Reinforcement learning for position control problem of a mobile robot by Farias, Gonzalo, Garcia, Gonzalo, Montenegro, Guelis, Fabregas, Ernesto, Dormido-Canto, Sebastian, Dormido, Sebastian

    Published in IEEE access (01-01-2020)
    “…Due to the increase in complexity in autonomous vehicles, most of the existing control systems are proving to be inadequate. Reinforcement Learning is gaining…”
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    Journal Article