Sample Efficient Reinforcement Learning Method via High Efficient Episodic Memory

Sample Efficient Reinforcement Learning Method via High Efficient Episodic Memory

Reinforcement Learning (RL), especially Deep Reinforcement Learning (DRL), has made great progress in many areas, such as robots, video games and driving. However, sample inefficiency is a big obstacle to the widespread practical application of DRL. Inspired by the decision making in human brain, th...

Full description

Bibliographic Details
Main Authors: Dujia Yang, Xiaowei Qin, Xiaodong Xu, Chensheng Li, Guo Wei
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Episodic memory
sample efficiency
reinforcement learning
deep learning
Online Access:https://ieeexplore.ieee.org/document/9141230/

Internet

https://ieeexplore.ieee.org/document/9141230/

Similar Items