Igor Kiselev

According to our database, Igor Kiselev authored at least 8 papers between 2007 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

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, February, 2025

2019

Variational BEJG Solvers for Marginal-MAP Inference with Accurate Approximation of B-Conditional Entropy.

Igor Kiselev

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2014

Policy optimization by marginal-map probabilistic inference in generative models.

Igor Kiselev, Pascal Poupart

Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

A Novel Single-DBN Generative Model for Optimizing POMDP Controllers by Probabilistic Inference.

Igor Kiselev, Pascal Poupart

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2009

A Multiagent Approach to Adaptive Continuous Analysis of Streaming Data in Complex Uncertain Environments.

Igor Kiselev, Reda Alhajj

Proceedings of the Data Mining and Multi-agent Integration, 2009

2008

An Adaptive Multi-agent System for Continuous Learning of Streaming Data.

Igor Kiselev, Reda Alhajj

Proceedings of the 2008 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2008

A Self-organizing Multi-agent System for Adaptive Continuous Unsupervised Learning in Complex Uncertain Environments.

Igor Kiselev, Reda Alhajj

Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

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

Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007