#simulation-to-reality News & Analysis

2 articles tagged with #simulation-to-reality. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AIBullisharXiv – CS AI · Jun 236/10

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Reference-Free Assessment of Physical Consistency in World Model-based Video Generation

Researchers introduced reference-free metrics for evaluating physical consistency in AI-generated videos, addressing a critical gap in world model evaluation. Using DROID-SLAM and SEA-RAFT technologies, the approach improved task success rates by over 8% and enables precise localization of physical artifacts, narrowing the simulation-to-reality gap for robotic applications.

AINeutralarXiv – CS AI · Jun 106/10

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RoboNaldo: Accurate, Stable and Powerful Humanoid Soccer Shooting via Motion-Guided Curriculum Reinforcement Learning

RoboNaldo, a motion-guided curriculum reinforcement learning framework, enables humanoid robots to perform accurate soccer shots with significantly improved stability and power compared to prior approaches. The system uses a three-stage training process that progresses from mimicking human motion to adapting kicks for varied ball positions and moving targets, achieving real-world performance on a Unitree G1 robot with shot errors under 1 meter from 3 meters away.