Learning Counterfactual World Models for Embodied Reasoning under Partial Observability

Todd Y. Zhou, Daniel Zhang

World models promise a general route to embodied intelligence: learn predictive dynamics once, then reason, plan, and act with them. Increasingly, the representations beneath such…