Artyom Y. Sorokin

12 papers A* 3Journal 8Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents. IJCAI Petr Anokhin, Nikita Semenov, Artyom Y. Sorokin, Dmitry Evseev, Andrey Kravchenko, Mikhail Burtsev, Evgeny Burnaev
2025	J	`jnl`	HeroBench: A Benchmark for Long-Horizon Planning and Structured Reasoning in Virtual Worlds. CoRR Petr Anokhin, Roman Khalikov, Stefan Rebrikov, Viktor Volkov, Artyom Y. Sorokin, Vincent Bissonnette
2025	J	`jnl`	Q-RAG: Long Context Multi-step Retrieval via Value-based Embedder Training. CoRR Artyom Y. Sorokin, Nazar Buzun, Alexander Anokhin, Oleg Inozemcev, Egor Vedernikov, Petr Anokhin, Mikhail Burtsev, Alexey Trushkov, Wenshuai Yin, Evgeny Burnaev
2024	J	`jnl`	AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents. CoRR Petr Anokhin, Nikita Semenov, Artyom Y. Sorokin, Dmitry Evseev, Mikhail Burtsev, Evgeny Burnaev
2024	J	`jnl`	Associative Learning and Active Inference. Neural Comput. Petr Anokhin, Artyom Y. Sorokin, Mikhail Burtsev, Karl J. Friston
2024	A*	`conf`	BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack. NeurIPS Yuri Kuratov, Aydar Bulatov, Petr Anokhin, Ivan Rodkin, Dmitry Sorokin, Artyom Y. Sorokin, Mikhail Burtsev
2024	J	`jnl`	BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack. CoRR Yuri Kuratov, Aydar Bulatov, Petr Anokhin, Ivan Rodkin, Dmitry Sorokin, Artyom Y. Sorokin, Mikhail Burtsev
2024	J	`jnl`	In Search of Needles in a 11M Haystack: Recurrent Memory Finds What LLMs Miss. CoRR Yuri Kuratov, Aydar Bulatov, Petr Anokhin, Dmitry Sorokin, Artyom Y. Sorokin, Mikhail Burtsev
2022	J	`jnl`	Explain My Surprise: Learning Efficient Long-Term Memory by Predicting Uncertain Outcomes. CoRR Artyom Y. Sorokin, Nazar Buzun, Leonid Pugachev, Mikhail Burtsev
2022	A*	`conf`	Explain My Surprise: Learning Efficient Long-Term Memory by predicting uncertain outcomes. NeurIPS Artyom Y. Sorokin, Nazar Buzun, Leonid Pugachev, Mikhail Burtsev
2019	J	`jnl`	Continual and Multi-task Reinforcement Learning With Shared Episodic Memory. CoRR Artyom Y. Sorokin, Mikhail S. Burtsev
2016	—	`conf`	Functional Systems Network Outperforms Q-learning in Stochastic Environment. BICA Artyom Y. Sorokin, Mikhail S. Burtsev