Zhi-Dong Li

State, Action, and Transition: An Application-Oriented Bottleneck-Driven Survey of World Models

World models represent environments and predict how their states evolve under interventions. Their use in generative simulation and interactive environments, autonomous driving, and robotics and embodied control is growing, yet application validation remains fragmented across model families. Using the relation st+1∼pθ(...