A Distributed Cache Mechanism of HDFS to Improve Learning Performance for Deep Reinforcement Learning.
Yongqiang GaoShunyi FengZhenkun LiPublished in: ISPA/BDCloud/SocialCom/SustainCom (2022)
Keyphrases
- reinforcement learning
- multi agent
- distributed data
- reinforcement learning algorithms
- machine learning
- distributed systems
- function approximation
- databases
- cooperative
- query processing
- data access
- disk array
- data sets
- hit rate
- communication cost
- optimal control
- distributed environment
- markov decision processes
- state space
- dynamic programming