Alexey Gorbatovski

15 papers A* 2A 1Journal 10Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	F-GRPO: Don't Let Your Policy Learn the Obvious and Forget the Rare. CoRR Daniil Plyusov, Alexey Gorbatovski, Boris Shaposhnikov, Viacheslav Sinii, Alexey Malakhov, Daniil Gavrilov
2026	J	`jnl`	From Pixels to Digital Agents: An Empirical Study on the Taxonomy and Technological Trends of Reinforcement Learning Environments. CoRR Lijing Luo, Yiben Luo, Alexey Gorbatovski, Sergey V. Kovalchuk, Xiaodan Liang
2025	J	`jnl`	ESSA: Evolutionary Strategies for Scalable Alignment. CoRR Daria Korotyshova, Boris Shaposhnikov, Alexey Malakhov, Nikita Surnachev, George Bredis, Alexey Gorbatovski, Viacheslav Sinii, Daniil Gavrilov
2025	A*	`conf`	Learn Your Reference Model for Real Good Alignment. ICLR Alexey Gorbatovski, Boris Shaposhnikov, Alexey Malakhov, Nikita Surnachev, Yaroslav Aksenov, Ian Maksimov, Nikita Balagansky, Daniil Gavrilov
2025	J	`jnl`	Small Vectors, Big Effects: A Mechanistic Study of RL-Induced Reasoning via Steering Vectors. CoRR Viacheslav Sinii, Nikita Balagansky, Gleb Gerasimov, Daniil Laptev, Yaroslav Aksenov, Vadim Kurochkin, Alexey Gorbatovski, Boris Shaposhnikov, Daniil Gavrilov
2025	A*	`conf`	Steering LLM Reasoning Through Bias-Only Adaptation. EMNLP Viacheslav Sinii, Alexey Gorbatovski, Artem Cherepanov, Boris Shaposhnikov, Nikita Balagansky, Daniil Gavrilov
2025	J	`jnl`	Steering LLM Reasoning Through Bias-Only Adaptation. CoRR Viacheslav Sinii, Alexey Gorbatovski, Artem Cherepanov, Boris Shaposhnikov, Nikita Balagansky, Daniil Gavrilov
2025	J	`jnl`	The Differences Between Direct Alignment Algorithms are a Blur. CoRR Alexey Gorbatovski, Boris Shaposhnikov, Viacheslav Sinii, Alexey Malakhov, Daniil Gavrilov
2024	J	`jnl`	Learn Your Reference Model for Real Good Alignment. CoRR Alexey Gorbatovski, Boris Shaposhnikov, Alexey Malakhov, Nikita Surnachev, Yaroslav Aksenov, Ian Maksimov, Nikita Balagansky, Daniil Gavrilov
2024	—	`conf`	Linear Transformers with Learnable Kernel Functions are Better In-Context Models. ACL (1) Yaroslav Aksenov, Nikita Balagansky, Sofia Maria Lo Cicero Vaina, Boris Shaposhnikov, Alexey Gorbatovski, Daniil Gavrilov
2024	J	`jnl`	Linear Transformers with Learnable Kernel Functions are Better In-Context Models. CoRR Yaroslav Aksenov, Nikita Balagansky, Sofia Maria Lo Cicero Vaina, Boris Shaposhnikov, Alexey Gorbatovski, Daniil Gavrilov
2024	A	`conf`	Reinforcement Learning for Question Answering in Programming Domain using Public Community Scoring as a Human Feedback. AAMAS Alexey Gorbatovski, Sergey V. Kovalchuk
2024	J	`jnl`	Reinforcement learning for question answering in programming domain using public community scoring as a human feedback. CoRR Alexey Gorbatovski, Sergey V. Kovalchuk
2023	—	`conf`	Bayesian Networks for Named Entity Prediction in Programming Community Question Answering. ICCS (2) Alexey Gorbatovski, Sergey V. Kovalchuk
2023	J	`jnl`	Bayesian Networks for Named Entity Prediction in Programming Community Question Answering. CoRR Alexey Gorbatovski, Sergey V. Kovalchuk