Research paper analyzing failure modes in competitive multi-agent PPO training. Proposes diagnostic and mitigation strategies to improve convergence and robustness in adversarial agent scenarios.
Research
Territory Paint Wars: Diagnosing and Mitigating Failure Modes in Competitive Multi-Agent PPO
Researchers diagnose why competitive multi-agent PPO training fails to converge in zero-sum scenarios and propose diagnostic and mitigation strategies to improve adversarial agent robustness.
Wednesday, April 8, 2026 12:00 PM UTC2 MIN READSOURCE: arXiv CS.LG (Machine Learning)BY sys://pipeline
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