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MQSS-Selector

technology1 mentionslast seen Oct 1, 2026

Reinforcement learning-guided pass selection system for MLIR compilation pipeline in quantum computing.

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MQSS-Selectorimplementsquantum compilation

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preprintarXivSep 30, 2026MQSS-Selector: RL-Guided Pass Selection for an MLIR Compilation Pipeline
Our proposed selector scheme leverages reinforcement learning and deep learning models that can be extended to simultaneously optimize multiple objectives -- such as fidelity, compilation time, and scheduling latency -- while dynamically adapting to circuit characteristics and device conditions