Daniil Tiapkin

Education

MSc in Computer Science 2021-2023: HSE University, specialization: Math of Machine Learning BSc in Computer Science 2017-2021: HSE Unversity, specialization: Theoretical Computer Science

Recent Google Scholar Publications

1. Learning Shortest Paths with Generative Flow Networks
   arXiv preprint arXiv:2603.01786 , 2026, 2026 | Citations: 1.0
2. Beyond Softmax and Entropy: Convergence Rates of Policy Gradients with -SoftArgmax Parameterization Coupled Regularization
   The Fourteenth International Conference on Learning Representations , 2026, 2026 | Citations: 1.0
3. On Global Convergence Rates for Federated Softmax Policy Gradient under Heterogeneous Environments
   The 29th International Conference on Artificial Intelligence and Statistics , 2026, 2026 | Citations: 5.0
4. gfnx: Fast and Scalable Library for Generative Flow Networks in JAX
   arXiv preprint arXiv:2511.16592 , 2025, 2025 | Citations: 2.0
5. Sample-Efficient Reinforcement Learning: Exploration, Imitation, and Online Learning
   Institut polytechnique de Paris , 2025, 2025

Links

• ORCID https://orcid.org/0000-0002-8832-7926
• Google Scholar https://scholar.google.com/citations?user=AB23PXQAAAAJ
• Scopus https://www.scopus.com/authid/detail.uri?authorId=None
• Personal Weblink https://d-tiapkin.github.io/