Review of Deep Reinforcement Learning
2022 IEEE 5th Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC)(2022)
摘要
With the continuous development of information technology, machine intelligence has become a hot research issue. Deep learning can effectively extract the characteristic information in the environment, reinforcement learning can propose effective behavior strategies, and the integration of the two to form deep reinforcement learning is an inevitable trend in the field of artificial intelligence research, with the development of a variety of deep reinforcement learning algorithms. Focusing on the development of deep reinforcement learning, this paper summarizes the classification, characteristics and applications of common algorithms for deep reinforcement learning.
更多查看译文
关键词
Deep Learning,Reinforcement Learning,Deep Reinforcement Learning,Markov property Process
AI 理解论文
溯源树
样例
![](https://originalfileserver.aminer.cn/sys/aminer/pubs/mrt_preview.jpeg)
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要