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Paper · journal · under review

World models for enterprise agents that plan under delayed and asynchronous data

Kitchen table

Some news reaches a helper late. Some arrives out of order. I teach a model to keep a picture of the world anyway, so it can still plan.

Whiteboard

Enterprise agents plan on data that arrives late and out of order. This paper is about world models for that setting. It studies the model, not a deployment. The paper is under review.

Boardroom

Operational data arrives late and out of order. An agent that plans on stale data makes costly choices. This paper asks how a world model can plan under those conditions. The paper is under review.

Keywords

  • world models
  • asynchronous data
  • model-based planning
  • enterprise agents

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