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2026 1

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Explicit Trait Inference for Multi-Agent Coordination

cs.AI · 2026-04-21 · unverdicted · novelty 6.0

ETI lets LLM agents infer and track partners' psychological traits (warmth and competence) from histories, cutting payoff loss 45-77% in games and boosting performance 3-29% on MultiAgentBench versus CoT baselines.

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  • Explicit Trait Inference for Multi-Agent Coordination cs.AI · 2026-04-21 · unverdicted · none · ref 6

    ETI lets LLM agents infer and track partners' psychological traits (warmth and competence) from histories, cutting payoff loss 45-77% in games and boosting performance 3-29% on MultiAgentBench versus CoT baselines.