Add a replay buffer to KLXX training
Develop and analyze a replay-buffer extension of the KLXX normalizing-flow Boltzmann generator that reuses QT samples and target-surrogate samples from earlier training steps, with the purpose of reducing repeated sampling and exploration costs.
References
A replay buffer would let the QT set and the target surrogate of earlier steps be reused, as FAB reuses its annealed samples \citep{midgley2022flow}, and adding one to KLXX is left to future work.
— Mode Coverage in Normalizing Flow Boltzmann Generators via Log-Ratio Variation
(2609.09473 - Feng et al., 8 Sep 2026) in Section 7, Conclusions