AWhat changed
Separated RL actors, learners, replay and environment interfaces into composable components that support shared agent code in single-process and distributed execution.
Scientific scope
Separated RL actors, learners, replay and environment interfaces into composable components that support shared agent code in single-process and distributed execution. Implements inherited RL algorithms; modularity does not prove independent reproduction of every result or exact policy-performance invariance at all scales. Data/learning rate and execution configuration matter.
Evidence
The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. Implements inherited RL algorithms; modularity does not prove independent reproduction of every result or exact policy-performance invariance at all scales. Data/learning rate and execution configuration matter.
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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