Titlebook: A Concise Introduction to Decentralized POMDPs; Frans A. Oliehoek,Christopher Amato Book 2016 The Author(s) 2016 Agents.Decentralized Cont

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https://doi.org/10.1007/978-3-642-21021-1, it focuses on the decentralized POMDP (Dec-POMDP) model, which is a general framework for modeling multiagent systems in settings that are both stochastic (i.e., the outcome of actions is uncertain) and partially observable (i.e., the state is uncertain).

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,An?sthesie in der Thoraxchirurgie,The previous chapter discussed methods for exactly solving finite-horizon Dec-POMDPs: i.e., methods that guarantee finding the optimal solution. While there have been quite a few insights leading to better scalability, finding an optimal solution remains very challenging and is not possible for many larger problems.

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閃光東本

überwachung der Herz-Kreislauf-FunktionDecentralized decision making is an active field of research, and many different directions and aspects are actively explored. Here we present an overview of some of the more active directions that people have been pursuing in recent years.