The World Modeler's Toolkit
The four tools every world model stands on — latent-space compression, reward over time, value functions, and actor-critic learning — each built from zero with no RL background assumed.
beginner~1.5 hoursCompression — The Sketch-Artist GameThe Autoencoder: Squeeze, Then ReconstructWhy Every World Model Lives in Latent SpaceReward Over Time and the DiscountThe Credit-Assignment ProblemValue — A Price Tag on a SituationTwo Ways to Learn BehaviourWhy World Models Chose Actor-Critic
Curator of this Module
Dr. Rajat Dandekar
Course Instructor
Dr. Rajat Dandekar is a researcher and educator specializing in AI/ML. He teaches the Build a World Model from Scratch series on the Vizuara YouTube channel.
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