US Patent Issued on Nov. 3 for "Federated constraint enforcement architecture with differentiated judicial oversight and calibrated value adjustment for offline-reinforcement-learning enterprise agents" (Florida Inventor)

ALEXANDRIA, Va., Nov. 3 -- United States Patent no. 12,783,988, issued on Nov. 3.

"Federated constraint enforcement architecture with differentiated judicial oversight and calibrated value adjustment for offline-reinforcement-learning enterprise agents" was invented by Venu Gopal Taya (Clermont, Fla.).

According to the abstract* released by the U.S. Patent & Trademark Office: "A computer-implemented system and method for governed autonomous decision-making in enterprise environments. The system comprises a federated judicial architecture with specialized constraint evaluation nodes having differentiated enforcement powers (VETO, REMAND, OPINION) and asymmetric timeout failure semantics (fail-closed, fail-open). A propensity estimation mod...