Animal Gaits on Quadrupedal Robots Using Motion Matching and Model Based Control - IROS 2021 Talk

Presentation for the IROS 2021 paper
"Animal Gaits on Quadrupedal Robots Using Motion Matching and Model-Based Control" by Dongho Kang, Simon Zimmermann, and Stelian Coros.
2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2021)
Abstract:
In this paper, we explore the challenge of generating animal-like walking motions for legged robots. To this end, we propose a versatile and robust control pipeline that combines a state-of-the-art model-based controller with a data-driven technique that is commonly used in computer animation. We demonstrate the efficacy of our control framework on a variety of quadrupedal robots in simulation. We show, in particular, that our approach can automatically reproduce key characteristics of animal motions, including speed-specific gaits, unscripted footfall patterns for nonperiodic motions, and natural small variations in overall body movements.
Acknowledgment:
This work has received funding from the European Research Council (ERC) under the European Union's Horizon 2020 research and innovation programme.
Project website:
donghok.me/ani...
Computational Robotics Lab:
crl.ethz.ch/cor...
/ computationalr2
Dongho Kang
donghok.me/
/ donghokang
/ eastskykang
Simon Zimmermann
n.ethz.ch/~sim...
Stelian Coros
crl.ethz.ch/cor...