A study of value iteration and policy iteration for Markov decision processes in Deterministic systems

In the context of deterministic discrete-time control systems, we examined the implementation of value iteration (VI) and policy (PI) algorithms in Markov decision processes (MDPs) situated within Borel spaces. The deterministic nature of the system's transfer function plays a pivotal role, as...

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Bibliographic Details
Published in:AIMS Mathematics
Main Authors: Haifeng Zheng, Dan Wang
Format: Article
Language:English
Published: AIMS Press 2024-11-01
Subjects:
markov decision processes
deterministic system
value iteration
policy iteration
average cost criterion
Online Access:https://www.aimspress.com/article/doi/10.3934/math.20241613

Internet

https://www.aimspress.com/article/doi/10.3934/math.20241613

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