Search Results for author: Thomas Flayols

Found 3 papers, 1 papers with code

CaT: Constraints as Terminations for Legged Locomotion Reinforcement Learning

no code implementations27 Mar 2024 Elliot Chane-Sane, Pierre-Alexandre Leziart, Thomas Flayols, Olivier Stasse, Philippe Souères, Nicolas Mansard

In this work, we advocate for integrating constraints into robot learning and present Constraints as Terminations (CaT), a novel constrained RL algorithm.

reinforcement-learning Reinforcement Learning (RL)

An Open Torque-Controlled Modular Robot Architecture for Legged Locomotion Research

1 code implementation30 Sep 2019 Felix Grimminger, Avadesh Meduri, Majid Khadiv, Julian Viereck, Manuel Wüthrich, Maximilien Naveau, Vincent Berenz, Steve Heim, Felix Widmaier, Thomas Flayols, Jonathan Fiene, Alexander Badri-Spröwitz, Ludovic Righetti

Finally, to demonstrate the capabilities of the quadruped, we present a novel controller which combines feedforward contact forces computed from a kino-dynamic optimizer with impedance control of the center of mass and base orientation.

Robotics

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