Communication Policy Evolution for Proactive LLM Agents

In three linesFormalized study of communication policies for autonomous LLM agents. Comparison of text-based vs UI-based strategies across multiple environments and models. Proposes Communication Policy Evolution (CPE), a self-evolution framework refining policies through rollout and prompt-level evolution, without model modification.

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