Reinforcement Learning Framework for Deep Brain Stimulation Study. - Dmitrii Krylov; Remi Tachet des Combes; Romain Laroche; Michael Rosenblum; Dmitry V. Dylov (IJCAI, 2020)

Learning to Design Analog Circuits to Meet Threshold Specifications. - Dmitrii Krylov; Pooya Khajeh; Junhan Ouyang; Thomas Reeves; Tongkai Liu; Hiba Ajmal; Hamidreza Aghasi; Roy Fox (ICML, 2023)

Align Your Intents: Offline Imitation Learning via Optimal Transport. - Maksim Bobrin; Nazar Buzun; Dmitrii Krylov; Dmitry V. Dylov (CoRR, 2024)

Moonwalk: Inverse-Forward Differentiation. - Dmitrii Krylov; Armin Karamzade; Roy Fox (CoRR, 2024)