Artificial intelligence-based inventory management: a Monte Carlo tree search approach. - Deniz Preil; Michael Krapp (Ann. Oper. Res., 2022)

Reinforcement learning for discrete stochastic optimization. - Deniz Preil (2022)

Genetic multi-armed bandits: a reinforcement learning approach for discrete optimization via simulation. - Deniz Preil; Michael Krapp (CoRR, 2023)

Genetic Multi-Armed Bandits: A Reinforcement Learning Inspired Approach for Simulation Optimization. - Deniz Preil; Michael Krapp (IEEE Trans. Evol. Comput., 2025)