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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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Anish Pahilajani

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#artificial intelligence Preprint Sep 2026

Discriminative World Models for Web Agents

Predicted-state matching, a training objective where the predicted representation must distinguish the true resulting state from those reached by alternative actions, is introduced and outperforms world models trained with supervised next-state prediction.

Kelvin Li, Dhruva Pendharkar, Anish Pahilajani et al. · 0 citations

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