Igor Kiselev - researchr alias

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Viewing Publication 1 - 8 from 8

2025

Latent Action Learning Requires Supervision in the Presence of DistractorsAlexander Nikulin, Ilya Zisman, Denis Tarasov, Nikita Lyubaykin, Andrei Polubarov, Igor Kiselev, Vladislav Kurenkov. icml 2025: [doi]

2019

Variational BEJG Solvers for Marginal-MAP Inference with Accurate Approximation of B-Conditional EntropyIgor Kiselev. AAAI 2019: 9957-9958 [doi]

2014

Policy optimization by marginal-map probabilistic inference in generative modelsIgor Kiselev, Pascal Poupart. atal 2014: 1611-1612 [doi]

A Novel Single-DBN Generative Model for Optimizing POMDP Controllers by Probabilistic InferenceIgor Kiselev, Pascal Poupart. AAAI 2014: 3112-3113 [doi]

2009

A Multiagent Approach to Adaptive Continuous Analysis of Streaming Data in Complex Uncertain EnvironmentsIgor Kiselev, Reda Alhajj. In Longbing Cao, editor, Data Mining and Multi-agent Integration. pages 201-218, Springer, 2009. [doi]

2008

A Self-organizing Multi-agent System for Adaptive Continuous Unsupervised Learning in Complex Uncertain EnvironmentsIgor Kiselev, Reda Alhajj. AAAI 2008: 1808-1809

An Adaptive Multi-agent System for Continuous Learning of Streaming DataIgor Kiselev, Reda Alhajj. iat 2008: 148-153 [doi]

2007

Towards an Adaptive Approach for Distributed Resource Allocation in a Multi-agent System for Solving Dynamic Vehicle Routing ProblemsIgor Kiselev, Andrey Glaschenko, Alexander Chevelev, Petr Skobelev. AAAI 2007: 1874-1875

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