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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Alois Knoll

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#reinforcement learning Review Open access Sep 2026

A survey of world models for physical AI with uncertainty representation and control

A comprehensive and technically grounded review of learning-based world models for Physical AI, with particular emphasis on closed-loop decision-making, and outlines principled directions for building reliable and scalable Physical AI systems.

Sven Kirchner, Nils Purschke, Alois Knoll · 0 citations

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