Genetic state-grouping algorithm for deep reinforcement learning

Man-Je Kim,Jun Suk Kim,Sungjin James Kim,Min-jung Kim,Chang Wook Ahn

Expert Systems with Applications（2020）

引用 9|浏览28

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摘要

•Genetic-State Grouping Algorithm guarantees enhancing the performance of RL agents.•The genetic algorithm has successfully been combined with Monte Carlo Tree Search.•Video game provides a valid proving ground for testing AI’s capability.

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关键词

Reinforcement learning,Genetic algorithm,Hybrid method,Monte Carlo Tree Search,Game AI

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