synthetic-experiments

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Floralee2024 / d4-closed-loop-dynamics-paper

Evidence-bounded manuscript and reproducibility artifacts for two synthetic studies of operational marker alignment and residual-associated marker separation in a discrete bottleneck.

machine-learning reproducible-research dynamical-systems representation-learning interpretability learning-dynamics neural-dynamics scientific-reproducibility mechanistic-interpretability synthetic-experiments symbolic-bottleneck

Updated Oct 26, 2026
Python

Floralee2024 / z3-selective-transfer-paper

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Reproducible synthetic Z3 experiments on selective transfer under sparse state-action support, negative transfer, fixed-action rollouts, and high-N scaling.

machine-learning reproducible-research z3 transfer-learning predictive-modeling robustness ablation-study negative-transfer selective-transfer sparse-support synthetic-experiments fixed-action-rollout

Updated Sep 20, 2026
Python

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