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arXiv1d ago
4.3

Territory Paint Wars: Diagnosing and Mitigating Failure Modes in Competitive Multi-Agent PPO

Diyansha Singh

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Analysis

Viral velocity
low
Implementation gapYES
Novelty5/10
Categorytool
Topics
rlmulti-agentppogamingsimulation

Opportunity Brief

Create an open-source gymnasium-compatible version of the 'Territory Paint Wars' environment. This provides a needed testbed for diagnosing PPO failure modes in competitive settings.

Suggested repo: paint-wars-env

"Debug multi-agent PPO failures in a high-speed competitive environment."

Estimated effort: 20h