Arsenii Mustafin

According to our database, Arsenii Mustafin authored at least 9 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Ergodicity in reinforcement learning.

Dominik Baumann, Erfaun Noorani, Arsenii Mustafin, Xinyi Sheng, Bert Verbruggen, Arne Vanhoyweghen, Vincent Ginis, Thomas B. Schön

CoRR, March, 2026

2025

Geometry-Inspired Unified Framework for Discounted and Average Reward MDPs.

Arsenii Mustafin, Xinyi Sheng, Dominik Baumann

CoRR, October, 2025

Geometric Re-Analysis of Classical MDP Solving Algorithms.

Arsenii Mustafin, Aleksei Pakharev, Alex Olshevsky, Ioannis Ch. Paschalidis

CoRR, March, 2025

Analysis of Value Iteration Through Absolute Probability Sequences.

Arsenii Mustafin, Sebastien Colla, Alex Olshevsky, Ioannis Ch. Paschalidis

CoRR, February, 2025

MDP Geometry, Normalization and Reward Balancing Solvers.

Arsenii Mustafin, Aleksei Pakharev, Alex Olshevsky, Ioannis Paschalidis

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

Closing the gap between SVRG and TD-SVRG with Gradient Splitting.

Arsenii Mustafin, Alex Olshevsky, Ioannis Ch. Paschalidis

Trans. Mach. Learn. Res., 2024

MDP Geometry, Normalization and Value Free Solvers.

Arsenii Mustafin, Aleksei Pakharev, Alex Olshevsky, Ioannis Ch. Paschalidis

CoRR, 2024

On Value Iteration Convergence in Connected MDPs.

Arsenii Mustafin, Alex Olshevsky, Ioannis Ch. Paschalidis

CoRR, 2024

2022

Ani-GIFs: A benchmark dataset for domain generalization of action recognition from GIFs.

Shoumik Sovan Majumdar, Shubhangi Jain, Isidora Chara Tourni, Arsenii Mustafin, Diala Lteif, Stan Sclaroff, Kate Saenko, Sarah Adel Bargal

Frontiers Comput. Sci., 2022