Distributed Soft Actor-Critic with Multivariate Reward Representation and Knowledge Distillation. - Dmitry Akimov (CoRR, 2019)

Active Strain-Statistical Models for Reconstructing Multidimensional Images of Lung Tissue Lesions. - Vladimir Kulagin; Dmitry Akimov; Ekaterina O. Guryanova; Sergey Pavelyev (MICAD, 2021)

Q-Ensemble for Offline RL: Don't Scale the Ensemble, Scale the Batch Size. - Alexander Nikulin; Vladislav Kurenkov; Denis Tarasov; Dmitry Akimov; Sergey Kolesnikov (CoRR, 2022)

Let Offline RL Flow: Training Conservative Agents in the Latent Space of Normalizing Flows. - Dmitriy Akimov; Vladislav Kurenkov; Alexander Nikulin; Denis Tarasov; Sergey Kolesnikov (CoRR, 2022)

CORL: Research-oriented Deep Offline Reinforcement Learning Library. - Denis Tarasov; Alexander Nikulin; Dmitry Akimov; Vladislav Kurenkov; Sergey Kolesnikov (NeurIPS, 2023)