Publications (23)
Rethinking Optimal Transport in Offline Reinforcement Learning
Arip Asadulaev, Rostislav Korst, Alexander Korotin +3
Stabilizing Transformer-Based Action Sequence Generation For Q-Learning
Gideon Stein, Andrey Filchenkov, Arip Asadulaev
Backronym
Arip Asadulaev
Inverse Entropic Optimal Transport Solves Semi-supervised Learning via Data Likelihood Maximization
Mikhail Persiianov, Arip Asadulaev, Nikita Andreev +5
Zero-Shot Off-Policy Learning
Arip Asadulaev, Maksim Bobrin, Salem Lahlou +3
Multi-step domain adaptation by adversarial attack to $\mathcal{H} Î\mathcal{H}$-divergence
Arip Asadulaev, Alexander Panfilov, Andrey Filchenkov
Dual Advantage Fields
Alexey Zemtsov, Maxim Bobrin, Alexander Nikulin +5
Value-Gradient Hypothesis of RL for LLMs
Arip Asadulaev, Daniil Ognev, Karim Salta +1
Adversarial Training Improves Joint Energy-Based Generative Modelling
Rostislav Korst, Arip Asadulaev
Latent Reasoning in TRMs is Secretly a Policy Improvement Operator
Arip Asadulaev, Rayan Banerjee, Fakhri Karray +1
Zero-shot adaptation to order book dynamics
Arip Asadulaev
Conditioning of Reinforcement Learning Agents and its Policy Regularization Application
Arip Asadulaev, Igor Kuznetsov, Gideon Stein +1
Interpretable Few-Shot Learning via Linear Distillation
Arip Asadulaev, Igor Kuznetsov, Andrey Filchenkov
Connecting adversarial attacks and optimal transport for domain adaptation
Arip Asadulaev, Vitaly Shutov, Alexander Korotin +2
Wasserstein-2 Generative Networks
Alexander Korotin, Vage Egiazarian, Arip Asadulaev +2
Easy Batch Normalization
Arip Asadulaev, Alexander Panfilov, Andrey Filchenkov
Optimal Transport Maps are Good Voice Converters
Arip Asadulaev, Rostislav Korst, Vitalii Shutov +4
Expert or not? assessing data quality in offline reinforcement learning
Arip Asadulaev, Fakhri Karray, Martin Takac
Neural Optimal Transport with General Cost Functionals
Arip Asadulaev, Alexander Korotin, Vage Egiazarian +2
Sparse Scheduled Diffusion Guidance for Inverse Problems
Abduragim Shtanchaev, Albina Ilina, Yazid Janati +3
Convex Compositional Reasoning Models
Meir Roketlishvili, Semyon Semenov, Maksim Bobrin +7
Y-Shaped Generative Flows
Arip Asadulaev, Semyon Semenov, Abduragim Shtanchaev +3
Light Unbalanced Optimal Transport
Milena Gazdieva, Arip Asadulaev, Alexander Korotin +1