associative memory 1curriculum learning 1efficient training 1long-context processing 1transformer models 1
From the 1 of 14 linked papers with an AI index.
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cs.AI2026
MARS: Multi-Specialist LLM Relay System for Competitive Programming
Andrei Mikhailov, Mikhail Burtsev, Alsu Sagirova
Large Language Models excel at code generation, yet competitive programming exposes a persistent failure mode: existing multi-agent pipelines distribute work over generic planner,…
cs.AI2025
AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents
Petr Anokhin, Nikita Semenov, Artyom Sorokin +4
Advancements in the capabilities of Large Language Models (LLMs) have created a promising foundation for developing autonomous agents. With the right tools, these agents could lear…