PaperAgent

Feb 25, 2026 · Artificial Intelligence

How Contextual Co-Player Inference Enables Robust Multi-Agent Cooperation

These two recent Google papers advance multi‑agent reinforcement learning: one introduces contextual co‑player inference to achieve robust cooperation without explicit meta‑learning, while the other presents AlphaEvolve, a large‑language‑model‑driven evolutionary framework that automatically discovers novel MARL algorithms such as VAD‑CFR and SHOR‑PSRO.