From Pixels to States: World Models Survey
amaarora · x · 2026-07-19
Titled From Pixels to States, this work redefines 'interactive world models' into systems resembling game engines, providing a systematic analysis across four dimensions.
It also introduces a new data engine that collected 90+ hours of Black Myth: Wukong gameplay for surveying and benchmarking. The post emphasizes that this isn't just a single model, but a comprehensive review and benchmark design for this research direction.
More from Research
- GameWorld wins Best Paper Runner-Up at ECCV 2026 Multimodal Digital Agents Workshop — MikeShou1 · 2026-09-11
- 3D ResNet Paper Crosses 3,000 Citations Eight Years After CVPR 2018 — HirokatuKataoka · 2026-09-11
- Sample selection and ordering matter a lot in LLM training: DataFlex makes data scheduling dynamic — Puzzleheaded_Box2842 · 2026-09-11
- Jeff Heaton's Intro to the Math of Neural Networks eBook Is Free to Download — blaizedsouza · 2026-09-11
- Mathematician Daniel Litt Launches Problem Repo to Track Human vs AI Progress: 15 Problems, 1 Solved — littmath · 2026-09-11
- Open ECDSA.fail challenge uses AI agents to shrink Shor's-algorithm quantum circuits for Bitcoin keys — StefanoGogioso · 2026-09-11