Guillermo A. Castillo

Orcid: 0000-0003-1326-5836

According to our database1, Guillermo A. Castillo authored at least 16 papers between 2018 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of five.

Timeline

Legend:

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Links

On csauthors.net:

Bibliography

2023
On the Comparability and Optimal Aggressiveness of the Adversarial Scenario-Based Safety Testing of Robots.
IEEE Trans. Robotics, August, 2023

Data-Driven Latent Space Representation for Robust Bipedal Locomotion Learning.
CoRR, 2023

Towards Standardized Disturbance Rejection Testing of Legged Robot Locomotion with Linear Impactor: A Preliminary Study, Observations, and Implications.
CoRR, 2023

MELP: Model Embedded Linear Policies for Robust Bipedal Hopping.
IROS, 2023

Template Model Inspired Task Space Learning for Robust Bipedal Locomotion.
IROS, 2023

Safe Bipedal Path Planning via Control Barrier Functions for Polynomial Shape Obstacles Estimated Using Logistic Regression.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

2022
Linear Policies are Sufficient to Realize Robust Bipedal Walking on Challenging Terrains.
IEEE Robotics Autom. Lett., 2022

Rethink the Adversarial Scenario-based Safety Testing of Robots: the Comparability and Optimal Aggressiveness.
CoRR, 2022

Reinforcement Learning-Based Cascade Motion Policy Design for Robust 3D Bipedal Locomotion.
IEEE Access, 2022

On Safety Testing, Validation, and Characterization with Scenario-Sampling: A Case Study of Legged Robots.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

2021
Learning Linear Policies for Robust Bipedal Locomotion on Terrains with Varying Slopes.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Robust Feedback Motion Policy Design Using Reinforcement Learning on a 3D Digit Bipedal Robot.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

2020
Velocity Regulation of 3D Bipedal Walking Robots with Uncertain Dynamics Through Adaptive Neural Network Controller.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Hybrid Zero Dynamics Inspired Feedback Control Policy Design for 3D Bipedal Locomotion using Reinforcement Learning.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

2019
Reinforcement Learning Meets Hybrid Zero Dynamics: A Case Study for RABBIT.
Proceedings of the International Conference on Robotics and Automation, 2019

2018
Reinforcement Learning Meets Hybrid Zero Dynamics: A Case Study for RABBIT.
CoRR, 2018


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