Quantum Architecture Search
Cross-source consensus on Quantum Architecture Search from 1 sources and 5 claims.
1 sources · 5 claims
Uses
How it works
Benefits
Risks & contraindications
Comparisons
Highlighted claims
- Quantum architecture search targeted parameterized circuits that minimize molecular or spin Hamiltonian energy. — Replay-buffer engineering for noise-robust quantum circuit optimization
- The QAS reward scheme rewarded reaching the energy threshold, penalized episode failure, and otherwise used normalized cost improvement. — Replay-buffer engineering for noise-robust quantum circuit optimization
- The QAS scaling claims are limited because experiments only reached tasks up to 12 qubits. — Replay-buffer engineering for noise-robust quantum circuit optimization
- OptCRLQAS with ReaPER+ achieved the lowest energy error in the reported 5-qubit Heisenberg, 6-qubit BeH2, and 8-qubit H2O comparisons against non-RL baselines. — Replay-buffer engineering for noise-robust quantum circuit optimization
- For 12-qubit H2O with OptCRLQAS, fixed ReaPER achieved the lowest minimum energy error among listed replay variants. — Replay-buffer engineering for noise-robust quantum circuit optimization