Artyom Y. Sorokin

According to our database, Artyom Y. Sorokin authored at least 7 papers between 2016 and 2024.

Collaborative distances:

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

2024

Associative Learning and Active Inference.

Petr Anokhin, Artyom Y. Sorokin, Mikhail Burtsev, Karl J. Friston

Neural Comput., 2024

AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents.

Petr Anokhin, Nikita Semenov, Artyom Y. Sorokin, Dmitry Evseev, Mikhail Burtsev, Evgeny Burnaev

CoRR, 2024

BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack.

Yuri Kuratov, Aydar Bulatov, Petr Anokhin, Ivan Rodkin, Dmitry Sorokin, Artyom Y. Sorokin, Mikhail Burtsev

CoRR, 2024

In Search of Needles in a 11M Haystack: Recurrent Memory Finds What LLMs Miss.

Yuri Kuratov, Aydar Bulatov, Petr Anokhin, Dmitry Sorokin, Artyom Y. Sorokin, Mikhail Burtsev

CoRR, 2024

2022

Explain My Surprise: Learning Efficient Long-Term Memory by predicting uncertain outcomes.

Artyom Y. Sorokin, Nazar Buzun, Leonid Pugachev, Mikhail Burtsev

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2019

Continual and Multi-task Reinforcement Learning With Shared Episodic Memory.

Artyom Y. Sorokin, Mikhail S. Burtsev

CoRR, 2019

2016

Functional Systems Network Outperforms Q-learning in Stochastic Environment.

Artyom Y. Sorokin, Mikhail S. Burtsev

Proceedings of the 7th Annual International Conference on Biologically Inspired Cognitive Architectures, 2016