Measurement‑based control (adaptive bases)
- Real‑time basis selection driven by a model to minimize predictive loss or maximize task reward.
- Evaluate vs fixed‑policy baselines; account for control costs.
Coherence → work/information conversion
- Protocols that turn coherence into extractable work or mutual information.
- Efficiency = work (or bits) per unit coherence consumed; test robustness.
Efficiency and robustness metrics
- Predictive log‑loss reduction, work per coherence, information per control bit.
- Sensitivity to dephasing, timing jitter, calibration drift.
Toolchains and demos
- Simulators: QuTiP, qiskit, Strawberry Fields.
- Controllers: Bayesian filters, RL, model predictive control.
Further reading: Quantum Foundations, Operational Criteria, Research Directions (quantum tracks), Glossary.