
As the world becomes increasingly automated, the development of advanced robotics technology has become a major focal point for researchers worldwide. Recently, a team of scientists led by Professor Jemin Hwangbo at the Department of Mechanical Engineering at KAIST made a breakthrough with the development of a quadrupedal robot control technology capable of walking robustly with agility even in deformable terrain such as a sandy beach. This technology marks a significant advancement in the field of robotics, with the potential to revolutionize various industries.
Through the use of advanced neural networks and simulation methodologies, the team was able to develop a simulation technology that predicts the force generated upon contact by a walking robot while on granular materials such as sand. This contact model allows the robot to efficiently simulate a changing terrain, adapting to the characteristics of the ground without additional programming.
The trained neural network controller not only enables the robot to make judgments on the run but also to adapt to various types of ground without prior information, even while walking at high speeds on a sandy beach or turning on soft grounds like an air mattress without losing balance.

RaiBo, the first robot dog to be developed using this technology, was able to run at up to 3.03 meters per second on a sandy beach where its feet were completely submerged in the sand. Even when taken to an environment with a harder surface, such as grassy fields and a running track, it was able to run stably by adapting to the characteristics of the ground without any additional programming.
The development of this technology is expected to contribute to robots performing practical tasks, expanding the range of terrains that various walking robots can operate on, including disaster response, agriculture, and defense.
As AI continues to advance, the future of robotics holds boundless potential. With robots becoming increasingly sophisticated and capable, we can expect them to perform tasks that were once impossible for humans. These advancements, however, raise important questions about the role of humans in an increasingly automated world. With a responsible and sustainable approach to harnessing the power of robots and AI, we may be able to create a future that is both efficient and humane.
In conclusion, the development of the quadrupedal robot control technology that allows RaiBo to walk robustly with agility even in deformable terrain such as a sandy beach is a significant advancement in the field of robotics. As the technology continues to improve, the possibilities for robotics and AI are endless. We are closer than ever to creating a world where humans and robots can coexist in harmony, working together to create a better future for us all.
As the robotics field moves forward, there will undoubtedly be further advancements and breakthroughs. The research team plans to develop a more robust quadrupedal robot control technology that can be applied in various fields, including disaster response, agriculture, and defense. As we look to the future of robotics, we can only imagine what wonders await us.
Credit: KAIST