Decoupled Monte Carlo Tree Search for Cooperative Multi-Agent Planning

The number of agents exponentially increases the complexity of a cooperative multi-agent planning problem. Decoupled planning is one of the viable approaches to reduce this complexity. By integrating decoupled planning with Monte Carlo Tree Search, we present a new scalable planning approach. The se...

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Bibliographic Details
Main Authors: Okan Asik, Fatma Başak Aydemir, Hüseyin Levent Akın
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/13/3/1936