Author

Jian Wang

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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

#natural language process... Review May 2025

Reasoning Beyond Language: A Comprehensive Survey on Latent Chain-of-Thought Reasoning

This paper aims to present a comprehensive overview of this emerging paradigm and establish a systematic taxonomy of latent CoT methods, categorizing them from token-wise horizontal approaches to layer-wise vertical strategies.

Xinghao Chen, Anhao Zhao, He-Ming Xia et al. · arXiv.org · 57 citations · ⚡3