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Arsenii Mustafin — most-cited papers & profile · Reinforcement Learning
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Arsenii Mustafin
6
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Most-cited papers
Ergodicity in reinforcement learning
2026
Geometric Re-Analysis of Classical MDP Solving Algorithms
2025
Analysis of Value Iteration Through Absolute Probability Sequences
2025
MDP Geometry, Normalization and Reward Balancing Solvers
2024
Closing the gap between SVRG and TD-SVRG with Gradient Splitting
2022
On Value Iteration Convergence in Connected MDPs
2024
Top co-authors
Alex Olshevsky
· 5
Ioannis Ch. Paschalidis
· 5
Aleksei Pakharev
· 2
Arne Vanhoyweghen
· 1
Bert Verbruggen
· 1
Dominik Baumann
· 1
Erfaun Noorani
· 1
Sebastien Colla
· 1
Thomas B. Sch\"on
· 1
Vincent Ginis
· 1
Xinyi Sheng
· 1
Topics
Value-Based
Model-Based RL
Meta-RL
Policy Gradient