AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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GEB is introduced, a long-video memory framework that groups visually grounded observations of the same physical instance across clips into retrievable biographies while preserving the context of each moment and demonstrating improvements over prior memory frameworks in both multiple-choice and open-ended question answ...
Flow2Act is presented, a unified framework that integrates agglomerative perception with a deterministic one-step generative policy and devise a curriculum region-aware mechanism via a Spatial-Grounded State Space Duality architecture, demonstrating significant gains in policy performance, robustness to environmental p...
Experiments across action-conditioned robotic manipulation, visual planning, and model-based reinforcement learning, together with action-free driving video prediction, show that SAMPO++ improves visual prediction quality while providing stronger action alignment, counterfactual accuracy, no-op residual suppression, an...
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