Quantum Ai
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Annealed Replay Buffers Unlock Noise-Robust Quantum Circuit Optimization
ReaPER+ employs an annealed replay rule transitioning from TD error prioritization to reliability-aware sampling, yielding 4-32x sample efficiency gains over baselines in quantum compilation and QAS benchmarks. OptCRLQAS amortizes quantum evaluations across architectural edits, reducing wall-clock t…