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QWM achieves unprecedented sample efficiency in reinforcement learning by leveraging world models without succumbing to compounding bias, outperforming prior methods on challenging benchmarks.
Achieving over 10% improvement in manipulation success rates, Lift3D-VLA redefines the integration of 3D geometry and action generation in robotic systems.
