Free-probability kernels can select reservoir operating regimes without rollouts, achieving comparable performance to exhaustive search

zero-rollout selection obtains a mean deployment score of $0.772$, compared with $0.774$ for exhaustive simulation-based search, while avoiding $156\,600$ selection rollouts

http://arxiv.org/abs/2608.20998v1