AWhat changed
Combines local action-value utilities through a state-conditioned monotonic mixing network so local greedy choices agree with the represented joint greedy choice.
Scientific scope
Combines local action-value utilities through a state-conditioned monotonic mixing network so local greedy choices agree with the represented joint greedy choice. Nonnegative mixer weights enforce a sufficient, restrictive monotonic condition, not representation of every cooperative game or convergence to an optimal policy. State-conditioned hypernetworks themselves need not be monotonic. First two authors are equal contributors.
Evidence
The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. Nonnegative mixer weights enforce a sufficient, restrictive monotonic condition, not representation of every cooperative game or convergence to an optimal policy. State-conditioned hypernetworks themselves need not be monotonic. First two authors are equal contributors.
Contributors
- Source-listed authors and technical contributors · SCIENCE: Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.
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