Optimizing the Neural Architecture of Reinforcement Learning Agents. - Nina Mazyavkina; Samir Mohamed; Ilya Trofimov; Evgeny Burnaev (SAI (2), 2021)

Reinforcement learning for combinatorial optimization: A survey. - Nina Mazyavkina; Sergey Sviridov; Sergei Ivanov 002; Evgeny Burnaev (Comput. Oper. Res., 2021)

Learned Query Optimizers: Evaluation and Improvement. - Artem Mikhaylov; Nina Mazyavkina; Mikhail Salnikov; Ilya Trofimov; Fu Qiang; Evgeny Burnaev (IEEE Access, 2022)