Skip to content
Log in
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

Author

Ashwanth Krishnan

h-index 0 View on Semantic Scholar

We have 1 of 7 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Jul 2026

STOCKTAKE: Measuring the Gap Between Perception and Action in LLM Agents with a Fair Oracle

STOCKTAKE is introduced, a 26-week supply-chain replenishment benchmark built as a factored partially observable Markov decision process with six hidden factor processes, designed so that a fair reference policy is computable: an exact Bayes filter per factor drives a rollout policy on the identical observation stream the agent receives.

Sagar Deb, Ashwanth Krishnan · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.