Bekzhan Kerimkulov

According to our database1, Bekzhan Kerimkulov authored at least 4 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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PhD thesis 
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Links

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Bibliography

2024
Mirror Descent for Stochastic Control Problems with Measure-valued Controls.
CoRR, 2024

2023
A Fisher-Rao gradient flow for entropy-regularised Markov decision processes in Polish spaces.
CoRR, 2023

2022
Convergence of Policy Gradient for Entropy Regularized MDPs with Neural Network Approximation in the Mean-Field Regime.
Proceedings of the International Conference on Machine Learning, 2022

2020
Exponential Convergence and Stability of Howard's Policy Improvement Algorithm for Controlled Diffusions.
SIAM J. Control. Optim., 2020


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