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From Single-Actor Environments to Multi-Actor Event Worlds: Can LLMs Be Event World Models?
World models help agents assess the consequences of their actions before acting. Many real systems, however, involve multiple actors who make their own decisions, can evolve even when the agent takes no action, and are only partially observed through event logs. We formalize these systems as event w
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