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Showing posts with the label Predictive Models

Google DeepMind's Table Tennis Robot: A "Solidly Amateur" Milestone In Robotics

A Step Forward In Robot-Human Interaction With Limitations That Highlight Future Challenges Sports have long been a proving ground for robotics, testing their limits in speed, responsiveness, and strategic thinking. Google DeepMind, a leader in artificial intelligence research, has recently added another achievement to this tradition: developing a robot capable of playing table tennis at a "solidly amateur" level. This innovation marks a significant step forward in the ongoing effort to create robots that can interact with humans in real-world scenarios.   In a paper titled "Achieving Human Level Competitive Robot Table Tennis," DeepMind's Robotics team outlines their progress. The robot demonstrated its prowess by consistently defeating beginner-level players and winning 55% of matches against intermediate players. However, the robot still falls short when faced with advanced human opponents, losing every match. Overall, the system achieved a win rate of 45% ac...