Distributed Planning in Hierarchical Factored MDPs

@inproceedings{Guestrin2002DistributedPI,
  title={Distributed Planning in Hierarchical Factored MDPs},
  author={Carlos Guestrin and Geoffrey J. Gordon},
  booktitle={UAI},
  year={2002}
}
We present a principled and efficient planning algorithm for collaborative multiagent dynamical systems. All computation, during both the planning and the execution phases, is distributed among the agents; each agent only needs to model and plan for a small part of the system. Each of these local subsystems is small, but once they are combined they can represent an exponentially larger problem. The subsystems are connected through a subsystem hierarchy. Coordination and communication between… CONTINUE READING
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