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World Models

[wɜːld ˈmɒdəlz]
Deep Learning
Last updated: April 4, 2025

Definition

AI systems building internal simulations of an environment for prediction and planning, often in RL/robotics.

Detailed Explanation

AI systems, often used in reinforcement learning and robotics, that build internal representations or simulations of an environment to predict future states and plan actions based on understanding the environment's dynamics.

Use Cases

Reinforcement learning agents (planning future actions), robotics (predicting effects of actions), autonomous driving (simulating traffic scenarios), improving sample efficiency in RL.

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