Search Results for author: Daniel Ordonez-Apraez

Found 2 papers, 1 papers with code

On discrete symmetries of robotics systems: A group-theoretic and data-driven analysis

2 code implementations21 Feb 2023 Daniel Ordonez-Apraez, Mario Martin, Antonio Agudo, Francesc Moreno-Noguer

We present a comprehensive study on discrete morphological symmetries of dynamical systems, which are commonly observed in biological and artificial locomoting systems, such as legged, swimming, and flying animals/robots/virtual characters.

Contact Detection Data Augmentation +1

An Adaptable Approach to Learn Realistic Legged Locomotion without Examples

no code implementations28 Oct 2021 Daniel Ordonez-Apraez, Antonio Agudo, Francesc Moreno-Noguer, Mario Martin

We present experimental results showing that even in a model-free setup and with a simple reactive control architecture, the learned policies can generate realistic and energy-efficient locomotion gaits for a bipedal and a quadrupedal robot.

Reinforcement Learning (RL)

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