Deep Reinforcement Learning in VizDoom via DQN and Actor-Critic Agents. - Maria Bakhanova; Ilya Makarov (IWANN (1), 2021)

Self-supervised recurrent depth estimation with attention mechanisms. - Ilya Makarov; Maria Bakhanova; Sergey I. Nikolenko; Olga Gerasimova (PeerJ Comput. Sci., 2022)