Home▸Education & Learning Tools▸Adaptive AI Tutor: Personalized Learning Path Simulator

🎓 Adaptive AI Tutor: Personalized Learning Path Simulator

Watch an AI tutor pick the next skill to practice from a knowledge graph, matching question difficulty to your ability with item-response theory. Tune ability growth, tutor targeting, forgetting rate and practice pace to see adaptive learning and spaced repetition in action.

Education & Learning Tools3DModerate60 FPS

Details

CategoryEducation & Learning Tools

RenderingThree.js · WebGL

DifficultyModerate

Target FPS60

ControlsAbility growth rate slider (0.005-0.05) sets how fast the learner's estimated ability θ moves after each graded attempt; tutor targeting focus slider (1.0-8.0) sets how tightly the AI tutor concentrates practice on the skill nearest the learner's current edge; forgetting rate slider (0-0.6%/s) sets how fast an unreviewed skill's mastery decays, forcing spaced repetition; practice pace slider (0.3-5.0/s) sets how many auto-graded attempts the tutor sends per second.

Three.jsAdaptive learningAI tutorItem response theoryInstancedMesh

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⚙ Under the hood

Three.jsAdaptive learningAI tutorItem response theoryInstancedMesh

3D · Three.js / WebGL renderer · 60 FPS target · runs fully client-side, no install