Semi-tractability of optimal stopping problems via a weighted stochastic mesh algorithm. - Denis Belomestny; Maxim Kaledin; John Schoenmakers (CoRR, 2019)

Finite Time Analysis of Linear Two-timescale Stochastic Approximation with Markovian Noise. - Maxim Kaledin; Eric Moulines; Alexey Naumov; Vladislav Tadic; Hoi-To Wai (COLT, 2020)

Variance Reduction for Policy-Gradient Methods via Empirical Variance Minimization. - Maxim Kaledin; Alexander Golubev; Denis Belomestny (CoRR, 2022)

Optimisation of the Accelerator Control by Reinforcement Learning: A Simulation-Based Approach. - Anwar Ibrahim; Denis Derkach; Alexey Petrenko; Fedor Ratnikov; Maxim Kaledin (CoRR, 2025)