Critique of World Model
… Can a single artificial intelligence (AI) system perform all these tasks? Each of these … We
call such a mental model a World Model. Specifically, a World Model (WM) is a generative …
call such a mental model a World Model. Specifically, a World Model (WM) is a generative …
Learning to model the world: A survey of world models in artificial intelligence
… Instead of reacting solely to instantaneous observations, a world model seeks to learn
internal representations of the environment that capture its underlying structure [7,8], temporal …
internal representations of the environment that capture its underlying structure [7,8], temporal …
World model learning and inference
… Lastly, we review recent progress in creating human-like intelligence by using novel … to
create human-like artificial intelligent machines and to understand intelligence in the context of …
create human-like artificial intelligent machines and to understand intelligence in the context of …
Simulating the visual world with artificial intelligence: A roadmap
… In this survey, we define a physical world model as a digital engine that encodes comprehensive
world knowledge to simulate real-world dynamics according to intrinsic physical laws. …
world knowledge to simulate real-world dynamics according to intrinsic physical laws. …
Between world models and model worlds: on generality, agency, and worlding in machine learning
K Mitrokhov - AI & SOCIETY, 2025 - Springer
… uptake of the world model notion. As I will discuss further in the text, world model becomes
a … for the “mutual contamination of human and artificial intelligence”—I propose to further his …
a … for the “mutual contamination of human and artificial intelligence”—I propose to further his …
World model for robot learning: A comprehensive survey
… Under this formulation, we use world model in a functional … does not qualify as a world model
in our sense simply because … is the action-conditioned world model, since visually plausible …
in our sense simply because … is the action-conditioned world model, since visually plausible …
… Principles and Laws of Artificial Intelligence, World Model, and Artificial General Intelligence (AGI) in Future Intelligence Networking: Paradigms, Architectures, and …
… While numerous surveys have reviewed topics such as Artificial Intelligence (AI)-driven …
Moreover, we analyze the world model-driven generalization and information diffusion in IN. …
Moreover, we analyze the world model-driven generalization and information diffusion in IN. …
Beyond World Models: Rethinking Understanding in AI Models
T Gupta, D Pruthi - … of the AAAI Conference on Artificial Intelligence, 2026 - ojs.aaai.org
… path to artificial general intelligence makes … world model research, we believe such analysis
contributes to ongoing discussions about the nature of understanding in artificial intelligence…
contributes to ongoing discussions about the nature of understanding in artificial intelligence…
Security of World-Model-Based Embodied AI: A Lifecycle of Threats, Defenses, and Evaluation
F Liu, Z Chen, H Tan, Y Meng, G Chen… - arXiv preprint arXiv …, 2026 - arxiv.org
… Embodied artificial intelligence is moving from reactive perception and scripted control
toward agents that can predict, simulate, and evaluate possible futures before acting. This …
toward agents that can predict, simulate, and evaluate possible futures before acting. This …
S-AI-WorldModel: Regulated Canonicalization of the World Model
S Slaoui - Available at SSRN 7307258, 2026 - papers.ssrn.com
… Artificial Intelligence paradigm dedicated to the domain of world modeling. S-AI-WorldModel
formalizes the world model as a … The architecture introduces a fourcomponent World Model …
formalizes the world model as a … The architecture introduces a fourcomponent World Model …
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