Bekzhan Kerimkulov

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 5

Top Topics

Control Problems

Top Venues

SIAM J. Control. Optim.

Publications

Bekzhan Kerimkulov, David Siska, Lukasz Szpruch, Yufei Zhang
Mirror Descent for Stochastic Control Problems with Measure-valued Controls. CoRR (2024)
Bekzhan Kerimkulov, James-Michael Leahy, David Siska, Lukasz Szpruch, Yufei Zhang
A Fisher-Rao gradient flow for entropy-regularised Markov decision processes in Polish spaces. CoRR (2023)
James-Michael Leahy, Bekzhan Kerimkulov, David Siska, Lukasz Szpruch
Convergence of Policy Gradient for Entropy Regularized MDPs with Neural Network Approximation in the Mean-Field Regime. ICML (2022)
Bekzhan Kerimkulov, James-Michael Leahy, David Siska, Lukasz Szpruch
Convergence of policy gradient for entropy regularized MDPs with neural network approximation in the mean-field regime. CoRR (2022)
Bekzhan Kerimkulov, David Siska, Lukasz Szpruch
Exponential Convergence and Stability of Howard's Policy Improvement Algorithm for Controlled Diffusions. SIAM J. Control. Optim. 58 (3) (2020)