Robots trained only in simulators play air hockey with humans without adjustment https:// fed.brid.gy/r/https://fabscene.com/new/make/hudson-nock-ai-air-hockey-robot-sim2real/?utm_source=rss&utm_medium=rss&
Researchers have developed an AI robot capable of playing air hockey against humans without any real-world practice, relying solely on simulator training. The project, a graduate thesis from the University of British Columbia, involved creating a custom simulator that accounts for real-world physics variations like uneven surfaces and unpredictable bounces. The robot uses a small neural network to predict puck trajectories and a camera for precise object tracking, enabling it to adapt to the game's dynamics. AI
IMPACT Demonstrates advanced sim-to-real transfer capabilities, potentially impacting robotic control and game AI development.