belief-state-planning

Ego2World converts egocentric cooking videos (HD-EPIC) into executable symbolic worlds with graph-transition rules, enabling evaluation of belief-state planning under partial observation. Experiments show that belief memory improves task completion, suggesting it should be a first-class target in embodied agent evaluation.