malkhut(T6): training core — CMA-ES trainer, registry, pipeline, selector

CMA-ES trainer (cma_trainer.py): self-play pool, bootstrap CI, ScenarioFactory
with behavior-driven scenarios, auto-compile, label query interfaces.
Policy registry (registry.py): CANDIDATE → ACTIVE lifecycle.
Training pipeline (pipeline.py): bounded continuous learning loop + logger.
Strategy selector (selector.py): regime → strategy mapping, performance matrix.
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2026-07-11 10:33:56 +02:00
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from malkhut.training.cma_trainer import CMAESTrainer, CMAParameterCodec