Author

Pei-Lin Zhao

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#artificial intelligence Review Sep 2026

World Models for Embodied Intelligence: From Plausible to Controllable to Actionable

World models connect perception and decision-making in embodied intelligence by maintaining hidden state, anticipating consequences, comparing interventions, and adapting when execution departs from expectations. Although progress is often measured by visual fidelity, their value lies in improving behavior. Before reac...

Nan-Jie Yao, Hao Wang, Chong Cheng et al. · 0 citations

Jul 2026

CaM-Wolf: Causal-Aware Multimodal Agents for Social Deduction Games

Social deduction games (SDGs) such as Werewolf have become challenging testbeds for AI agents. These games require complex social skills such as reasoning, deception, and collaboration. While recent advances in large language models (LLMs) have driven significant progress in SDG agents, current approaches are predomina...

Zheng Zhang, Nan-Jie Yao, Jia-Ru He et al. · arXiv.org · 0 citations