PaperAgent

Feb 26, 2026 · Artificial Intelligence

How In-Context Co‑Player Inference and LLM‑Driven Evolution Are Redefining Multi‑Agent RL

This article analyzes two recent Google papers—one introducing context‑based co‑player inference for robust multi‑agent cooperation and the other presenting AlphaEvolve, an LLM‑guided evolutionary framework that automatically discovers novel multi‑agent learning algorithms—detailing their methods, experimental findings, and broader implications for AI research.