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 (AAAI, 2007)

A Self-organizing Multi-agent System for Adaptive Continuous Unsupervised Learning in Complex Uncertain Environments. - Igor Kiselev; Reda Alhajj (AAAI, 2008)

An Adaptive Multi-agent System for Continuous Learning of Streaming Data. - Igor Kiselev; Reda Alhajj (IAT, 2008)

A Multiagent Approach to Adaptive Continuous Analysis of Streaming Data in Complex Uncertain Environments. - Igor Kiselev; Reda Alhajj (Data Mining and Multi-agent Integration, 2009)

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

Policy optimization by marginal-map probabilistic inference in generative models. - Igor Kiselev; Pascal Poupart (AAMAS, 2014)

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

Latent Action Learning Requires Supervision in the Presence of Distractors. - Alexander Nikulin; Ilya Zisman; Denis Tarasov; Nikita Lyubaykin; Andrei Polubarov; Igor Kiselev; Vladislav Kurenkov (CoRR, 2025)

Yes, Q-learning Helps Offline In-Context RL. - Denis Tarasov; Alexander Nikulin; Ilya Zisman; Albina Klepach; Andrei Polubarov; Nikita Lyubaykin; Alexander Derevyagin; Igor Kiselev; Vladislav Kurenkov (CoRR, 2025)

CayleyPy RL: Pathfinding and Reinforcement Learning on Cayley Graphs. - A. Chervov; A. Soibelman; S. Lytkin; Igor Kiselev; S. Fironov; A. Lukyanenko; A. Dolgorukova; A. Ogurtsov; F. Petrov; S. Krymskii; M. Evseev; L. Grunvald; et al. (CoRR, 2025)

A Head to Predict and a Head to Question: Pre-trained Uncertainty Quantification Heads for Hallucination Detection in LLM Outputs. - Artem Shelmanov; Ekaterina Fadeeva; Akim Tsvigun; Ivan Tsvigun; Zhuohan Xie; Igor Kiselev; Nico Daheim; Caiqi Zhang; Artem Vazhentsev; Mrinmaya Sachan; Preslav Nakov; Timothy Baldwin (CoRR, 2025)