JOURNAL ARTICLE

Research on Performance Evaluation of Wargame System Based on Deep Reinforcement Learning

Tongfei ShangJ. WuJianfeng Ma

Year: 2019 Journal:   Journal of Physics Conference Series Vol: 1302 (3)Pages: 032028-032028   Publisher: IOP Publishing

Abstract

Abstract Deep reinforcement learning combines the advantages of deep learning and reinforcement learning to make end-to-end perception decisions in complex high-dimensional state action spaces. The paper proposes a deep reinforcement learning method for the deduction of the wargame system, which can better assist the combat commander in wartime decision-making. The simulation proves the effectiveness of the method.

Keywords:
Reinforcement learning Computer science Reinforcement Artificial intelligence Action (physics) Perception Engineering Psychology

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Citation History

Topics

Advanced Decision-Making Techniques
Physical Sciences →  Computer Science →  Information Systems
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