Recursive Least Squares Policy Control with Echo State Network
2021 4th International Conference on Artificial Intelligence and Big Data (ICAIBD)(2021)
摘要
The echo state network (ESN) is a special type of recurrent neural networks for processing the time-series dataset. However, limited by the strong correlation among sequential samples of the agent, ESN-based policy control algorithms are difficult to use the recursive least squares (RLS) algorithm to update the ESN's parameters. To solve this problem, we propose two novel policy control algorithms...
更多查看译文
关键词
Training,Fuzzy control,Correlation,Recurrent neural networks,Simulation,Big Data,Data models
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要