Sergey Kolesnikov

Principal Researcher, Tinkoff

Joined

December 2021

Names

Sergey Kolesnikov (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Principal Researcher

Tinkoff (tinkoff.ru)

2021 – Present

MS student

Moscow Institute of Physics and Technology (phystech.edu)

2012 – 2018

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Revisiting BPR: A Replicability Study of a Common Recommender System Baseline
Aleksandr Vladimirovich Petrov, Aleksandr Milogradskii, Oleg Lashinin, Marina Ananyeva, Sergey Kolesnikov
- RecSys 2024
- Readers: Everyone
XLand-MiniGrid: Scalable Meta-Reinforcement Learning Environments in JAX
Alexander Nikulin, Vladislav Kurenkov, Ilya Zisman, Artem Sergeevich Agarkov, Viacheslav Sinii, Sergey Kolesnikov
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone
XLand-MiniGrid: Scalable Meta-Reinforcement Learning Environments in JAX
Alexander Nikulin, Vladislav Kurenkov, Ilya Zisman, Artem Sergeevich Agarkov, Viacheslav Sinii, Sergey Kolesnikov
- AutoRL@ICML 2024
- Readers: Everyone
Emergence of In-Context Reinforcement Learning from Noise Distillation
Ilya Zisman, Vladislav Kurenkov, Alexander Nikulin, Viacheslav Sinii, Sergey Kolesnikov
- ICML 2024 Poster
- Readers: Everyone
In-Context Reinforcement Learning for Variable Action Spaces
Viacheslav Sinii, Alexander Nikulin, Vladislav Kurenkov, Ilya Zisman, Sergey Kolesnikov
- ICML 2024 Poster
- Readers: Everyone
XLand-MiniGrid: Scalable Meta-Reinforcement Learning Environments in JAX
Alexander Nikulin, Vladislav Kurenkov, Ilya Zisman, Viacheslav Sinii, Artem Agarkov, Sergey Kolesnikov
- IMOL@NeurIPS2023
- Readers: Everyone
Diversifying Deep Ensembles: A Saliency Map Approach for Enhanced OOD Detection, Calibration, and Accuracy
Stanislav Dereka, Ivan Karpukhin, Maksim Zhdanov, Sergey Kolesnikov
- Submitted to ICLR 2024
- Readers: Everyone
Katakomba: Tools and Benchmarks for Data-Driven NetHack
Vladislav Kurenkov, Alexander Nikulin, Denis Tarasov, Sergey Kolesnikov
- NeurIPS 2023 Datasets and Benchmarks Poster
- Readers: Everyone
CORL: Research-oriented Deep Offline Reinforcement Learning Library
Denis Tarasov, Alexander Nikulin, Dmitry Akimov, Vladislav Kurenkov, Sergey Kolesnikov
- NeurIPS 2023 Datasets and Benchmarks Poster
- Readers: Everyone
Revisiting the Minimalist Approach to Offline Reinforcement Learning
Denis Tarasov, Vladislav Kurenkov, Alexander Nikulin, Sergey Kolesnikov
- NeurIPS 2023 poster
- Readers: Everyone

View all 41 publications

Co-Authors

View all 95 co-authors