What changed
Provides agent-iteration and parallel interfaces, common spaces/seeding and reusable tests/documentation for diverse multi-agent simulation environments.
Scientific scope
Provides agent-iteration and parallel interfaces, common spaces/seeding and reusable tests/documentation for diverse multi-agent simulation environments. A framework/API contribution rather than invention of every wrapped environment or a universal multi-agent solution. Stars mark Swarm Labs affiliation, not equal contribution; canonical identity remains unresolved.
Evidence
The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. A framework/API contribution rather than invention of every wrapped environment or a universal multi-agent solution. Stars mark Swarm Labs affiliation, not equal contribution; canonical identity remains unresolved.
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.
Full scientific record · Browse contribution grades · Request a correction
A