Survey Index

A Survey of World Models in Multimodal Reasoning

From Language toWorld States

416indexed works
TITemporal & Imaginative
SSStructured State
ACAction Coupled

Research index

416 works found

arXiv

RoboWorld: Fast and Reliable Neural Simulators for Generalist Robot Policy Evaluation

arXiv

RynnWorld-4D: 4D Embodied World Models for Robotic Manipulation

arXiv

Infinite Worlds with Versatile Interactions

arXiv

Scaling Mixture-of-Experts Video Pretraining for Embodied Intelligence

Technical Report

AlayaWorld: Long-Horizon and Playable Video World Generation

arXiv

ActWorld: From Explorable to Interactive World Model via Action-Aware Memory

arXiv

Qwen-RobotWorld Technical Report: Unifying Embodied World Modeling through Language-Conditioned Video Generation

arXiv

NVIDIA OmniDreams: Real-Time Generative World Model for Closed-Loop Autonomous Vehicle Simulation

arXiv

Qwen-AgentWorld: Language World Models for General Agents