Kiselev, Igor

8 publications

ICML 2025 Latent Action Learning Requires Supervision in the Presence of Distractors Alexander Nikulin, Ilya Zisman, Denis Tarasov, Lyubaykin Nikita, Andrei Polubarov, Igor Kiselev, Vladislav Kurenkov

ICLRW 2025 Latent Action Learning Requires Supervision in the Presence of Distractors Alexander Nikulin, Ilya Zisman, Denis Tarasov, Lyubaykin Nikita, Andrei Polubarov, Igor Kiselev, Vladislav Kurenkov

ICLRW 2025 N-Gram Induction Heads for In-Context RL: Improving Stability and Reducing Data Needs Ilya Zisman, Alexander Nikulin, Viacheslav Sinii, Denis Tarasov, Lyubaykin Nikita, Andrei Polubarov, Igor Kiselev, Vladislav Kurenkov

ICLRW 2025 Yes, Q-Learning Helps Offline In-Context RL Denis Tarasov, Alexander Nikulin, Ilya Zisman, Albina Klepach, Andrei Polubarov, Lyubaykin Nikita, Alexander Derevyagin, Igor Kiselev, Vladislav Kurenkov

AAAI 2019 Variational BEJG Solvers for Marginal-MAP Inference with Accurate Approximation of B-Conditional Entropy Igor Kiselev

AAAI 2014 A Novel Single-DBN Generative Model for Optimizing POMDP Controllers by Probabilistic Inference Igor Kiselev, Pascal Poupart

AAAI 2008 A Self-Organizing Multi-Agent System for Adaptive Continuous Unsupervised Learning in Complex Uncertain Environments Igor Kiselev, Reda Alhajj

AAAI 2007 Towards an Adaptive Approach for Distributed Resource Allocation in a Multi-Agent System for Solving Dynamic Vehicle Routing Problems Igor Kiselev, Andrey Glaschenko, Alexander Chevelev, Petr Skobelev