首页|期刊导航|自动化学报（英文版）|Probabilistic Automata-Based Method for Enhancing Performance of Deep Reinforcement Learning Systems
自动化学报（英文版）2024，Vol.11Issue(11)：2327-2339,13.DOI:10.1109/JAS.2024.124818
Probabilistic Automata-Based Method for Enhancing Performance of Deep Reinforcement Learning Systems
Probabilistic Automata-Based Method for Enhancing Performance of Deep Reinforcement Learning Systems
摘要
关键词
Deep reinforcement learning(DRL)/performan-ce improvement framework/probabilistic automata/real-time moni-toring/the key probabilistic decision-making units(PDMU)-action pairKey words
Deep reinforcement learning(DRL)/performan-ce improvement framework/probabilistic automata/real-time moni-toring/the key probabilistic decision-making units(PDMU)-action pair引用本文复制引用
Min Yang,Guanjun Liu,Ziyuan Zhou,Jiacun Wang..Probabilistic Automata-Based Method for Enhancing Performance of Deep Reinforcement Learning Systems[J].自动化学报（英文版）,2024,11(11):2327-2339,13.基金项目
This work was supported by the Shanghai Science and Technology Committee(22511105500),the National Nature Science Found-ation of China(62172299,62032019),the Space Optoelectronic Measurement and Perception Laboratory,Beijing Institute of Control Engineering(LabSOMP-2023-03),and the Central Universities of China(2023-4-YB-05). （22511105500）
