Optimizing traffic efficiency via a reinforcement learning approach based on time allocation.
Chao XiangZhongming JinZhengxu YuXian-Sheng HuaYao HuWei QianKaili ZhuDeng CaiXiaofei HePublished in: Int. J. Mach. Learn. Cybern. (2023)
Keyphrases
- reinforcement learning
- function approximation
- machine learning
- computational complexity
- computational efficiency
- dynamic allocation
- reinforcement learning algorithms
- real time
- resource allocation
- learning algorithm
- optimal allocation
- state space
- temporal difference
- model free
- optimal policy
- network traffic
- supervised learning
- multi agent systems
- website
- data sets