A gridworld benchmark shows amplitude-amplification QRL outperforms PQC and free-energy QRL on cost and clock time, while entanglement and replica-count ablations find little evidence that current QRL performance depends on genuinely quantum effects.
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Benchmarking Quantum Reinforcement Learning
A gridworld benchmark shows amplitude-amplification QRL outperforms PQC and free-energy QRL on cost and clock time, while entanglement and replica-count ablations find little evidence that current QRL performance depends on genuinely quantum effects.