AnyGoal: On World Model Generalization Beyond Expert Rollouts
What this work does
AnyGoal tests world-model generalization beyond expert training goals while preserving the environment's physical rules and marginal state/action coverage. Its analyses separate failures of dynamics prediction, visual representation, and downstream planning.
THE RESEARCH CONVERSATION
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