Author

You-ning Liu

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#artificial intelligence Jun 2026

COMAP: Co-Evolving World Models and Agent Policies for LLM Agents

COMAP is a novel framework that co-evolves textual world models and agent policies through closed-loop interaction and improves the world model's prediction accuracy over time and leads to more effective long-horizon decision-making.

You-ning Liu, Jian Wang, Hanlin Wang et al. · arXiv.org · 6 citations · ⚡1