Teaching robots martial arts: OmniXtreme makes humanoids move like humans
Details
You may have seen robots dancing or performing martial arts on YouTube, TikTok, or other social media platforms. These dynamic movements are impressive—but what makes them possible?
Behind the scenes, it is still deep learning algorithms that allow robots to learn and perform such complex actions.
In this meetup, we will explore a recent research paper related to this topic.
We will discuss:
• Why humanoid movement is such a difficult problem
• How modern AI training methods allow robots to learn complex skills
• What makes the OmniXtreme approach different
• How robots can learn movements similar to martial arts and dance
• What this means for the future of humanoid robots
If you are curious about AI, robotics, deep learning, reinforcement learning, or the future of humanoid machines, this session will give you a glimpse into how robots are learning to move more like us.
demo: https://extreme-humanoid.github.io/
paper: https://arxiv.org/abs/2602.23843