Search Results for author: Nestor Gonzalez Lopez

Found 3 papers, 3 papers with code

gym-gazebo2, a toolkit for reinforcement learning using ROS 2 and Gazebo

1 code implementation14 Mar 2019 Nestor Gonzalez Lopez, Yue Leire Erro Nuin, Elias Barba Moral, Lander Usategui San Juan, Alejandro Solano Rueda, Víctor Mayoral Vilches, Risto Kojcev

This paper presents an upgraded, real world application oriented version of gym-gazebo, the Robot Operating System (ROS) and Gazebo based Reinforcement Learning (RL) toolkit, which complies with OpenAI Gym.

Benchmarking OpenAI Gym +3

ROS2Learn: a reinforcement learning framework for ROS 2

2 code implementations14 Mar 2019 Yue Leire Erro Nuin, Nestor Gonzalez Lopez, Elias Barba Moral, Lander Usategui San Juan, Alejandro Solano Rueda, Víctor Mayoral Vilches, Risto Kojcev

We propose a novel framework for Deep Reinforcement Learning (DRL) in modular robotics to train a robot directly from joint states, using traditional robotic tools.

reinforcement-learning Reinforcement Learning (RL)

Extending the OpenAI Gym for robotics: a toolkit for reinforcement learning using ROS and Gazebo

9 code implementations19 Aug 2016 Iker Zamora, Nestor Gonzalez Lopez, Victor Mayoral Vilches, Alejandro Hernandez Cordero

This paper presents an extension of the OpenAI Gym for robotics using the Robot Operating System (ROS) and the Gazebo simulator.

Robotics

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