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A. Mikhailov

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#small language model Preprint Aug 2026

MARS: Multi-Specialist LLM Relay System for Competitive Programming

This work presents MARS (Multi-Agent Relay of Specialized LLMs), a prompt-only framework in which each agent is a topic specialist---dynamic programming, graphs, strings, geometry, and so on---grounded by retrieval-augmented generation over an algorithm-theory corpus.

A. Mikhailov, M. Burtsev, Alsu Sagirova · 0 citations