A reinforcement-learning agent trained to schedule inter-QPU communication in distributed quantum circuits matches heuristic compilers on structured benchmarks, with small gains from lookahead rewards on random circuits.
The path to scalable distributed quantum computing,
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Architecture-Aware Reinforcement Learning for Communication-Efficient Distributed Quantum Circuit Compilation
A reinforcement-learning agent trained to schedule inter-QPU communication in distributed quantum circuits matches heuristic compilers on structured benchmarks, with small gains from lookahead rewards on random circuits.