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News/CoMAP: Co-Evolving World Models and Agent Policies for LLM Agents
arxiv
PublishedSeptember 4, 2026 at 4:00 AM
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CoMAP: Co-Evolving World Models and Agent Policies for LLM Agents

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arXiv:2606.02372v2 Announce Type: replace Abstract: Equipping language agents with world models enables them to anticipate environment dynamics and evaluate candidate actions before execution. However, existing textual world models are typically fixed after training, preventing them from adapting to

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