State aggregation for distributed value iteration in dynamic programming

We propose a distributed algorithm to solve a dynamic programming problem with multiple agents, where each agent has only partial knowledge of the state transition probabilities and costs. We provide consensus proofs for the presented algorithm and derive error bounds of the obtained value function...

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Bibliografski detalji
Glavni autori: Vertovec, N, Margellos, K
Format: Journal article
Jezik:English
Izdano: IEEE 2023