AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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Heuristic search for a plan can store exponentially many states, even when its heuristic is almost perfect. We instead learn search control, one specification per domain, written as an indexical policy: a generalized policy with registers that hold objects and modes that sequence its rules. We add the choose rule, whic...
This work studies recurrent GNNs with set-based aggregation and identifies sufficient conditions checkable from the weights for networks to compile into formulas and formulas into networks, yielding an effective, two-directional equivalence between a class of networks and the Boolean closure of reachability and safety...
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