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20242026
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cs.RO2026

Pelican-Sim 1.0: A General World Model Simulator for Embodied Intelligence

Shilong Zou, Shilin Zhang, Yingji Zhang +8

In this technical report, we propose Pelican-Sim 1.0, a general world model simulator for embodied intelligence that predicts future observations from visual context and robot acti…

cs.RO2026

PAIWorld: A 3D-Consistent World Foundation Model for Robotic Manipulation

Yuhang Huang, Xuan Lv, Junyan Xu +25

World foundation models (WFMs) are powerful simulators, yet they predominantly operate in a single-view setting and lack the multi-view 3D consistency required for robotic manipula…

cs.RO2026

Pelican-Unify 1.0: A Unified Embodied Intelligence Model for Understanding, Reasoning, Imagination and Action

Yi Zhang, Yinda Chen, Che Liu +26

We present Pelican-Unify 1.0, the first embodied foundation model trained according to the principle of unification. Pelican-Unify 1.0 uses a single VLM as a unified understanding…

cs.RO2025

AdaPower: Specializing World Foundation Models for Predictive Manipulation

Yuhang Huang, Shilong Zou, Jiazhao Zhang +3

World Foundation Models (WFMs) offer remarkable visual dynamics simulation capabilities, yet their application to precise robotic control remains limited by the gap between generat…

cs.RO2025

LaDi-WM: A Latent Diffusion-based World Model for Predictive Manipulation

Yuhang Huang, Jiazhao Zhang, Shilong Zou +3

Predictive manipulation has recently gained considerable attention in the Embodied AI community due to its potential to improve robot policy performance by leveraging predicted sta…