Game Theory and Reinforcement Learning Based Secure Edge Caching in Mobile Social Networks.
Qichao XuZhou SuRongxing LuPublished in: IEEE Trans. Inf. Forensics Secur. (2020)
Keyphrases
- game theory
- social networks
- reinforcement learning
- mobile environments
- game theoretic
- cooperative
- nash equilibrium
- multi agent systems
- profit sharing
- mobile devices
- cache invalidation
- multi agent learning
- function approximation
- resource allocation
- mechanism design
- nash equilibria
- fictitious play
- mobile computing
- model free
- statistical physics
- social media
- state space
- multi agent
- optimal policy
- solution concepts
- multi agent reinforcement learning
- undirected graph
- cooperative game theory
- reinforcement learning algorithms
- decision theory
- mobile users
- markov decision processes
- dynamic programming
- learning algorithm
- mobile clients
- human computation
- imperfect information
- machine learning
- policy search