Alsu Sagirova

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upvoted 3 papers 2 days ago

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

Paper • 2407.04363 • Published Jul 5, 2024 • 28

Step-KTO: Optimizing Mathematical Reasoning through Stepwise Binary Feedback

Paper • 2501.10799 • Published 8 days ago • 11

Sigma: Differential Rescaling of Query, Key and Value for Efficient Language Models

Paper • 2501.13629 • Published 3 days ago • 37

upvoted a paper about 2 months ago

Unraveling the Complexity of Memory in RL Agents: an Approach for Classification and Evaluation

Paper • 2412.06531 • Published Dec 9, 2024 • 71

upvoted a paper 6 months ago

POGEMA: A Benchmark Platform for Cooperative Multi-Agent Navigation

Paper • 2407.14931 • Published Jul 20, 2024 • 21

upvoted 3 papers 7 months ago

Associative Recurrent Memory Transformer

Paper • 2407.04841 • Published Jul 5, 2024 • 32

Complexity of Symbolic Representation in Working Memory of Transformer Correlates with the Complexity of a Task

Paper • 2406.14213 • Published Jun 20, 2024 • 21

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

Paper • 2406.10149 • Published Jun 14, 2024 • 49