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

89 citations · 127 across the 6 of their papers we have counts for

collaborators

6 papers

cs.CR2018★ 1 cited

Aztarna, a footprinting tool for robots

Víctor Mayoral Vilches, Gorka Olalde Mendia, Xabier Perez Baskaran +5

Industry 4.0 is changing the commonly held assumption that robots are to be deployed in closed and isolated networks. When analyzed from a security point of view, the global pictur…

cs.CY2018★ 3 cited

Robotics CTF (RCTF), a playground for robot hacking

Gorka Olalde Mendia, Lander Usategui San Juan, Xabier Perez Bascaran +9

Robots state of insecurity is onstage. There is an emerging concern about major robot vulnerabilities and their adverse consequences. However, there is still a considerable gap bet…

cs.RO2018★ 2 cited

Robot_gym: accelerated robot training through simulation in the cloud with ROS and Gazebo

Víctor Mayoral Vilches, Alejandro Hernández Cordero, Asier Bilbao Calvo +2

Rather than programming, training allows robots to achieve behaviors that generalize better and are capable to respond to real-world needs. However, such training requires a big am…

cs.RO2018★ 15 cited

Towards an open standard for assessing the severity of robot security vulnerabilities, the Robot Vulnerability Scoring System (RVSS)

Víctor Mayoral Vilches, Endika Gil-Uriarte, Irati Zamalloa Ugarte +7

Robots are typically not created with security as a main concern. Contrasting to typical IT systems, cyberphysical systems rely on security to handle safety aspects. In light of th…

cs.CR2018★ 17 cited

Introducing the Robot Security Framework (RSF), a standardized methodology to perform security assessments in robotics

Víctor Mayoral Vilches, Laura Alzola Kirschgens, Asier Bilbao Calvo +10

Robots have gained relevance in society, increasingly performing critical tasks. Nonetheless, robot security is being underestimated. Robotics security is a complex landscape, whic…

cs.RO2016★ 89 cited

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

Iker Zamora, Nestor Gonzalez Lopez, Victor Mayoral Vilches +1

This paper presents an extension of the OpenAI Gym for robotics using the Robot Operating System (ROS) and the Gazebo simulator. The content discusses the software architecture pro…