Exploring Non-Markovian Decision Processes for Enhanced Policy Search Algorithms

This research delves into non-Markovian decision processes, proposing a novel policy search algorithm. Through theoretical analysis and experimental validation, we evaluate its efficiency and accuracy against traditional Markov methods, utilizing simulated environments and real datasets for comprehensive insights.

5/8/20241 min read

A monkey with a distinctive mane of grayish fur framing its black face, looking pensively to the side. The background consists of vibrant green leaves, suggesting a natural habitat.
A monkey with a distinctive mane of grayish fur framing its black face, looking pensively to the side. The background consists of vibrant green leaves, suggesting a natural habitat.

Algorithm performance analysis

Research

Innovative algorithms for non-Markovian decision processes.

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