World models are neural networks that learn an internal representation of an environment’s dynamics, enabling agents to simulate and plan within a learned latent space. They are used in model-based reinforcement learning, robotics, and autonomous decision-making.
SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformer
Advancing Open-source World Models
Mastering Diverse Domains through World Models
A Curated List of Awesome Works in World Modeling, Aiming to Serve as a One-stop Resource for Researchers, Practitioners, and Enthusiasts Interested in World Modeling.
Generating Immersive, Explorable, and Interactive 3D Worlds from Words or Pixels with Hunyuan3D World Model
Lightweight Image Video Action Generation Inference Framework
DIAMOND (DIffusion As a Model Of eNvironment Dreams) is a reinforcement learning agent trained in a diffusion world model. NeurIPS 2024 Spotlight.
Helios: Real Real-Time Long Video Generation Model
NVIDIA Alpamayo 1 Nano is an open 10B reasoning VLA model for autonomous vehicles that pairs driving trajectories with Chain-of-Causation reasoning.
Voyager is an interactive RGBD video generation model conditioned on camera input, and supports real-time 3D reconstruction.
HY-World 1.5: A Systematic Framework for Interactive World Modeling with Real-Time Latency and Geometric Consistency
Cosmos-Predict2.5, the latest version of the Cosmos World Foundation Models (WFMs) family, specialized for simulating and predicting the future state of the world in the form of video.
Your AI Game Dev Hub. The ultimate resource hub for AI-powered game development tools. Discover cutting-edge LLMs, World Model, Agent, Code, Image, Texture, Shader, 3D Model, Animation, Video, Audio, Music, Singing Voice and Analytics. 🔥
[ICML 2026] WorldMirror: Fast and Universal 3D reconstruction model for versatile tasks
Mastering Atari with Discrete World Models
[TPAMI 2026] 3D and 4D World Modeling: A Survey
Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.
[ICML 2026] Official codebase for "Causal Forcing: Autoregressive Diffusion Distillation Done Right for High-Quality Real-Time Interactive Video Generation" & Causal Forcing++
More is Different. A multi-agent world engine where AI agents live, talk, compete, ally.
Scaling Mixture-of-Experts Video Pretraining for Embodied Intelligence