Igor Kiselev

Publication Activity (10 Years)

Years Active: 2007-2019
Publications (10 Years): 1

Top Topics

Belief Propagation

Generative Model

Conditional Entropy

Probabilistic Inference

Top Venues

Publications

Igor Kiselev
Variational BEJG Solvers for Marginal-MAP Inference with Accurate Approximation of B-Conditional Entropy. AAAI (2019)
Igor Kiselev, Pascal Poupart
Policy optimization by marginal-map probabilistic inference in generative models. AAMAS (2014)
Igor Kiselev, Pascal Poupart
A Novel Single-DBN Generative Model for Optimizing POMDP Controllers by Probabilistic Inference. AAAI (2014)
Igor Kiselev, Reda Alhajj
A Self-organizing Multi-agent System for Adaptive Continuous Unsupervised Learning in Complex Uncertain Environments. AAAI (2008)
Igor Kiselev, Reda Alhajj
An Adaptive Multi-agent System for Continuous Learning of Streaming Data. IAT (2008)
Igor Kiselev, Andrey Glaschenko, Alexander Chevelev, Petr Skobelev
Towards an Adaptive Approach for Distributed Resource Allocation in a Multi-agent System for Solving Dynamic Vehicle Routing Problems. AAAI (2007)