# IQ-Learn **Reference PDF:** pending known-truth migration. IQ-Learn parameterizes soft Q-values directly and recovers a Bellman-implied reward as a byproduct. It is part of the 12-estimator known-truth validation suite. This RTD page is intentionally short while the dedicated IQ-Learn TeX/PDF tutorial is migrated to the shared synthetic DGP. No real-data estimation examples are published on RTD. ## Migration Target - PDF source: `papers/econirl_package/primers/iq_learn/iq_learn.tex` - Result generator: `papers/econirl_package/primers/iq_learn/iq_learn_run.py` - Shared DGP harness: `experiments/known_truth.py`