Complex Network Optimization for Fixed-Time Continuous Action Iteration Dilemma by Using Reinforcement Learning.
Zhanxiao JiaDengxiu YuZhen WangC. L. Philip ChenXuelong LiPublished in: IEEE Trans. Netw. Sci. Eng. (2024)
Keyphrases
- complex networks
- reinforcement learning
- policy search
- continuous action
- continuous state
- action space
- network structure
- social networks
- scale free
- community structure
- social network analysis
- small world
- markov decision processes
- dynamic programming
- partially observable markov decision processes
- information theoretic concepts
- learning algorithm
- model free
- function approximation
- objective function
- state dependent
- link prediction
- state action
- maximal cliques
- linear programming
- state space
- machine learning